{"id":988826,"date":"2026-07-28T12:31:26","date_gmt":"2026-07-28T12:31:26","guid":{"rendered":"https:\/\/www.blusailtechnologies.com\/persistent-memory-for-ai-agents\/"},"modified":"2026-08-17T11:01:50","modified_gmt":"2026-08-17T11:01:50","slug":"persistent-memory-for-ai-agents","status":"publish","type":"page","link":"https:\/\/www.blusailtechnologies.com\/en\/persistent-memory-for-ai-agents\/","title":{"rendered":"Persistent Memory for AI Agents"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"988826\" class=\"elementor elementor-988826 elementor-988736\" data-elementor-post-type=\"page\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-0a7c4ec elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"0a7c4ec\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-0e6464d\" data-id=\"0e6464d\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-bd1fd57 animated-slow elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"bd1fd57\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeIn&quot;,&quot;_animation_tablet&quot;:&quot;none&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Persistent and contextual memory for AI Agents: the new software frontier for your operational processes<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-de5a40c elementor-widget elementor-widget-spacer\" data-id=\"de5a40c\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4a10378 elementor-hidden-mobile elementor-hidden-tablet elementor-widget elementor-widget-image\" data-id=\"4a10378\" data-element_type=\"widget\" data-settings=\"{&quot;motion_fx_motion_fx_scrolling&quot;:&quot;yes&quot;,&quot;motion_fx_translateY_effect&quot;:&quot;yes&quot;,&quot;motion_fx_translateY_speed&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:2,&quot;sizes&quot;:[]},&quot;motion_fx_devices&quot;:[&quot;desktop&quot;,&quot;tablet&quot;],&quot;motion_fx_translateY_affectedRange&quot;:{&quot;unit&quot;:&quot;%&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:{&quot;start&quot;:0,&quot;end&quot;:100}}}\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"2560\" height=\"2527\" src=\"https:\/\/www.blusailtechnologies.com\/wp-content\/uploads\/2025\/07\/freccia-orizzontale@4x-8-scaled.png\" class=\"attachment-full size-full wp-image-9504\" alt=\"elemento grafico\" srcset=\"https:\/\/www.blusailtechnologies.com\/wp-content\/uploads\/2025\/07\/freccia-orizzontale@4x-8-scaled.png 2560w, https:\/\/www.blusailtechnologies.com\/wp-content\/uploads\/2025\/07\/freccia-orizzontale@4x-8-300x296.png 300w, https:\/\/www.blusailtechnologies.com\/wp-content\/uploads\/2025\/07\/freccia-orizzontale@4x-8-1024x1011.png 1024w, https:\/\/www.blusailtechnologies.com\/wp-content\/uploads\/2025\/07\/freccia-orizzontale@4x-8-768x758.png 768w, https:\/\/www.blusailtechnologies.com\/wp-content\/uploads\/2025\/07\/freccia-orizzontale@4x-8-1536x1516.png 1536w, https:\/\/www.blusailtechnologies.com\/wp-content\/uploads\/2025\/07\/freccia-orizzontale@4x-8-2048x2021.png 2048w\" sizes=\"(max-width: 2560px) 100vw, 2560px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t<div class=\"elementor-element elementor-element-97f218a e-flex e-con-boxed e-con e-parent\" data-id=\"97f218a\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e68751b elementor-widget elementor-widget-text-editor\" data-id=\"e68751b\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Traditional language models have a structural limitation: they operate without a long-term memory. Every time a new session is started, the agent starts from scratch, forgetting previous conversations, expressed preferences, and decisions already made. The   <\/span><b>AI persistent memory<\/b><span style=\"font-weight: 400;\"> solves this constraint at its root. We are not talking about a simple document search on static files \u2014 as RAG technology does \u2014 but about a structured software architecture that allows  <\/span>AI agents with memory to retain context<span style=\"font-weight: 400;\"> over time. Through a native integration with  <\/span><b>databases<\/b><span style=\"font-weight: 400;\">, company ERPs and CRMs, the agents don&#8217;t just retrieve texts: they connect events, track the history of operations, and learn from past interactions. The software stops being a static interface and becomes an evolutionary operational assistant, capable of adapting to the specific workflows of your organization without losing the company&#8217;s information assets. <\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3f32328 animated-slow elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"3f32328\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeIn&quot;,&quot;_animation_tablet&quot;:&quot;none&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Discover how persistent memory works<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"vamtam-has-theme-widget-styles elementor-element elementor-element-474c2eb elementor-widget__width-auto elementor-widget-mobile__width-initial elementor-widget-tablet__width-auto elementor-mobile-align-center elementor-align-center elementor-invisible elementor-widget elementor-widget-button\" data-id=\"474c2eb\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeIn&quot;,&quot;_animation_tablet&quot;:&quot;none&quot;,&quot;_animation_delay&quot;:400}\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"#blocco-form\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Request a demo<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-7a5ac4d elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"7a5ac4d\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-68149ba\" data-id=\"68149ba\" data-element_type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-f01b8d3 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"f01b8d3\" data-element_type=\"section\" data-settings=\"{&quot;background_motion_fx_motion_fx_scrolling&quot;:&quot;yes&quot;,&quot;background_motion_fx_devices&quot;:[],&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-3c08737\" data-id=\"3c08737\" data-element_type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;background_motion_fx_motion_fx_scrolling&quot;:&quot;yes&quot;,&quot;background_motion_fx_translateY_effect&quot;:&quot;yes&quot;,&quot;background_motion_fx_translateY_speed&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:3,&quot;sizes&quot;:[]},&quot;background_motion_fx_devices&quot;:[&quot;desktop&quot;],&quot;background_motion_fx_opacity_effect&quot;:&quot;yes&quot;,&quot;background_motion_fx_opacity_range&quot;:{&quot;unit&quot;:&quot;%&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:{&quot;start&quot;:30,&quot;end&quot;:65}},&quot;background_motion_fx_translateY_affectedRange&quot;:{&quot;unit&quot;:&quot;%&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:{&quot;start&quot;:0,&quot;end&quot;:100}},&quot;background_motion_fx_opacity_direction&quot;:&quot;out-in&quot;,&quot;background_motion_fx_opacity_level&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:10,&quot;sizes&quot;:[]}}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-aff5e10 elementor-widget__width-auto elementor-widget elementor-widget-heading\" data-id=\"aff5e10\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\">PERSISTENT MEMORY FOR AI AGENTS\n<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-389c77f elementor-widget elementor-widget-spacer\" data-id=\"389c77f\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bfaa165 animated-slow elementor-widget__width-initial elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"bfaa165\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeIn&quot;,&quot;_animation_tablet&quot;:&quot;none&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Beyond standard automation: why persistent memory is your next revolution?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t<div class=\"elementor-element elementor-element-9319310 e-grid e-con-boxed e-con e-parent\" data-id=\"9319310\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-34d919a e-con-full e-flex e-con e-child\" data-id=\"34d919a\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9892cb9 elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"9892cb9\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\">THE PROBLEM<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-dbad2be elementor-widget elementor-widget-text-editor\" data-id=\"dbad2be\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Most agents without memory<span style=\"font-weight: 400;\"> suffer from contextual amnesia. In a real operational context, this means that with each new execution, the agent loses the big picture. The   <\/span>lost context forces users to continuously enter the same data, explain process logic again<span style=\"font-weight: 400;\"> or correct errors previously reported. Without  <\/span>continuous learning, automation remains rigid, inefficient, and unable to scale across complex processes where the history of decisions and the customer&#8217;s background represent the true business value.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-befdffd e-con-full e-flex e-con e-child\" data-id=\"befdffd\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-70e50c2 elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"70e50c2\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\">SOLUTION<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3990b14 elementor-widget elementor-widget-text-editor\" data-id=\"3990b14\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>The implementation of AI persistent memory<span style=\"font-weight: 400;\"> transforms the use of digital systems. Equipping  <\/span><b>AI agents with memory<\/b><span style=\"font-weight: 400;\"> with a dedicated architecture means allowing them to retrieve and reuse key information throughout the entire lifecycle of the process. By connecting directly to  <\/span>databases and internal management systems, the system keeps the business context updated<span style=\"font-weight: 400;\"> in real-time. The result is an infrastructure where every interaction enriches the agent&#8217;s global knowledge, eliminating redundancy and increasing output precision. <\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-2cafbb3 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"2cafbb3\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-c2b2331\" data-id=\"c2b2331\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-fa2dbe4 elementor-section-height-full elementor-section-content-middle elementor-section-boxed elementor-section-height-default\" data-id=\"fa2dbe4\" data-element_type=\"section\" data-settings=\"{&quot;sticky&quot;:&quot;top&quot;,&quot;sticky_on&quot;:[&quot;desktop&quot;,&quot;tablet&quot;],&quot;sticky_parent&quot;:&quot;yes&quot;,&quot;sticky_offset&quot;:0,&quot;sticky_effects_offset&quot;:0,&quot;sticky_anchor_link_offset&quot;:0}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-bbf6925\" data-id=\"bbf6925\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-1d3150a elementor-widget__width-auto elementor-widget elementor-widget-heading\" data-id=\"1d3150a\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\">TYPES OF MEMORY<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4f6b69b elementor-widget elementor-widget-heading\" data-id=\"4f6b69b\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Four levels of memory for real-world implementations\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ce3cfd3 elementor-widget elementor-widget-text-editor\" data-id=\"ce3cfd3\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">In a persistent memory architecture, there is no single &#8220;memory&#8221;. There are distinct levels that are designed and stored separately: <\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-b3f43d0\" data-id=\"b3f43d0\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"vamtam-has-theme-widget-styles elementor-element elementor-element-c66bbf9 elementor-position-left elementor-view-default elementor-mobile-position-top elementor-invisible elementor-widget elementor-widget-icon-box\" data-id=\"c66bbf9\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeIn&quot;,&quot;_animation_delay&quot;:200,&quot;_animation_tablet&quot;:&quot;none&quot;}\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-arrow-right\"><\/i>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tWorking memory (short-term)\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\tthe context of the single session, what the agent has in front of them while working.\n\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"vamtam-has-theme-widget-styles elementor-element elementor-element-2d0e44a elementor-position-left elementor-view-default elementor-mobile-position-top elementor-invisible elementor-widget elementor-widget-icon-box\" data-id=\"2d0e44a\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeIn&quot;,&quot;_animation_delay&quot;:200,&quot;_animation_tablet&quot;:&quot;none&quot;}\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-arrow-right\"><\/i>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tEpisodic memory\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\tthe history of events and interactions (what happened and when). It is the level that powers customer service use cases and dialogue continuity. \t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"vamtam-has-theme-widget-styles elementor-element elementor-element-a305e9e elementor-position-left elementor-view-default elementor-mobile-position-top elementor-invisible elementor-widget elementor-widget-icon-box\" data-id=\"a305e9e\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeIn&quot;,&quot;_animation_delay&quot;:200,&quot;_animation_tablet&quot;:&quot;none&quot;}\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-arrow-right\"><\/i>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tSemantic memory\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\tstable facts about the company and customers \u2014 preferences, entities, relationships. It allows the agent to \"know\" without having to ask every time. \n\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"vamtam-has-theme-widget-styles elementor-element elementor-element-8053744 elementor-position-left elementor-view-default elementor-mobile-position-top elementor-invisible elementor-widget elementor-widget-icon-box\" data-id=\"8053744\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeIn&quot;,&quot;_animation_delay&quot;:200,&quot;_animation_tablet&quot;:&quot;none&quot;}\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-arrow-right\"><\/i>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tProcedural memory\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\tthe learned rules, applied corrections, and refined procedures. It is what makes the promise of \"not repeating the same mistakes\" concrete. \n\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t<div class=\"elementor-element elementor-element-1393c54 e-flex e-con-boxed e-con e-parent\" data-id=\"1393c54\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-fb74355 elementor-widget elementor-widget-text-editor\" data-id=\"fb74355\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">The choice of storage technology (vector DB, knowledge graph, relational DB) stems precisely from the type of memory intended to be preserved. This section clarifies the technical substance of the page and closes the logical gap between Phase 2 and real-world applications. <\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-d0593dc e-flex e-con-boxed e-con e-parent\" data-id=\"d0593dc\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9b3cafa elementor-widget__width-auto elementor-widget elementor-widget-heading\" data-id=\"9b3cafa\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\">Applications<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ae56131 elementor-widget__width-inherit elementor-widget elementor-widget-heading\" data-id=\"ae56131\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">How is persistent memory applied, in concrete terms, within companies?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c15f337 elementor-widget elementor-widget-text-editor\" data-id=\"c15f337\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>The competitive value of persistent memory lies in the ability to create a shared context. <\/p><p>Multiple AI agents<span style=\"font-weight: 400;\">, focused on distinct vertical tasks, do not operate as isolated silos but draw on a common memory infrastructure. This avoids data fragmentation and ensures that every action performed by an agent is immediately known to the entire software ecosystem. <\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-66d317f elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"66d317f\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;gradient&quot;}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-158da0f\" data-id=\"158da0f\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-4e248ad elementor-section-height-min-height elementor-section-boxed elementor-section-height-default\" data-id=\"4e248ad\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-d2e5c95\" data-id=\"d2e5c95\" data-element_type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e11c210 e-flex e-con-boxed e-con e-parent\" data-id=\"e11c210\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9bb455d elementor-cta--skin-classic elementor-animated-content elementor-bg-transform elementor-bg-transform-zoom-in elementor-widget elementor-widget-call-to-action\" data-id=\"9bb455d\" data-element_type=\"widget\" data-widget_type=\"call-to-action.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-cta\">\n\t\t\t\t\t\t\t<div class=\"elementor-cta__content\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-content-item elementor-cta__content-item elementor-icon-wrapper elementor-cta__icon elementor-view-default\">\n\t\t\t\t\t\t<div class=\"elementor-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" id=\"Livello_2\" data-name=\"Livello 2\" viewBox=\"0 0 538.9 519.53\"><defs><style>      .cls-1 {        fill: #4461a6;      }      .cls-2 {        fill: #82b5e2;      }    <\/style><\/defs><g id=\"Livello_1-2\" data-name=\"Livello 1\"><g id=\"epyT9N.tif\"><g><path class=\"cls-2\" 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d=\"M478.11,303.34c-3.66,2.5-24.1,12.4-28.26,13.63-9.84,2.93-15.99-9.04-8.39-14.84,2.51-1.92,6.69-3.25,9.61-4.62-.1-.84-1.97-1.15-2.67-1.35-17.22-4.79-35.85-3.79-52.94,1.69-9.56,3.07-18.65,7.55-26.73,13.2-3.06,2.14-5.96,4.43-8.7,6.88-30.39,26.97-40.93,71.01-25.22,109.57,1.81,4.46,6.08,10.41,7.27,14.2,3.22,10.24-8.69,16.71-15.51,7.46-9.58-12.98-14.56-32.43-15.7-51.15-.67-11-.02-21.74,1.8-30.77,1.25-6.18,2.98-12.13,5.17-17.84.34-.9.69-1.78,1.06-2.66,9.13-22.17,25.03-40.41,44.63-52.82,26.09-16.54,58.76-22.74,90.77-14.13-.97-2.38-2.84-4.37-3.64-6.84-3.03-9.37,8.54-15.94,15.14-7.61,2.93,3.69,14.2,22.97,15.75,27.22,1.59,4.36.38,8.16-3.44,10.78Z\"><\/path><path class=\"cls-1\" d=\"M536.84,413.64c-12.83,63.79-78.58,104.44-141.63,87.46,3.39,5.17,7.11,12.41.37,16.75-9.07,5.85-13.45-4.91-17.11-11.02-2.21-3.68-10.21-16.49-10.96-19.65-1.08-4.53.88-7.63,4.58-10,8-5.1,19.6-8.42,27.93-13.43,7.62-2.27,14.2,5.93,10.14,12.82-2.04,3.46-8.22,5.12-11.73,6.8-.14.18.29.67.53.8,1.94,1.06,11.61,2.57,14.3,2.89,73.97,8.55,129.98-65.88,100.89-134.73-1.73-4.1-5.64-9.7-6.73-13.15-3.27-10.39,8.86-16.52,15.51-7.46,15.17,20.66,18.81,57.45,13.9,81.92Z\"><\/path><path class=\"cls-2\" d=\"M457.87,375.32c-6.77-3.24-13.49-9.65-17.09-16.21-4.73-8.64-5.24-26.1-18.31-23.87-7.85,1.34-9.72,15.71-12.81,22.1-3.51,7.24-10.45,14.25-17.64,17.81-6.44,3.2-21.1,5.11-22.45,13-2.16,12.66,13.63,13.35,22.08,17.41,6.9,3.3,13.68,9.83,17.27,16.56,3.34,6.26,5.45,20.37,11.95,22.97,13.37,5.33,15.15-13.5,19-21.54,3.31-6.89,9.84-13.68,16.57-17.27,6.59-3.53,22.14-5.57,23.51-13.55,2.16-12.66-13.64-13.35-22.08-17.41ZM445.21,392.9c-9.46,6.02-14.09,12.26-19.79,21.56-1.23,2.02-2.22-2.15-3.12-3.57-3.07-4.82-7.92-10.33-12.33-13.99-2.73-2.26-5.88-3.53-8.49-5.47-.45-.33-1.07-.51-.89-1.25.11-.44,5.61-3.38,6.62-4.12,6.76-4.99,13.5-12.3,16.98-20l1.1-.32c3.23,8.1,10.85,16.02,17.98,20.95,1.72,1.2,3.75,2.01,5.5,3.09,2.03,1.23-2.14,2.22-3.56,3.12Z\"><\/path><\/g><\/g><\/g><\/svg>\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<h2 class=\"elementor-cta__title elementor-cta__content-item elementor-content-item\">\n\t\t\t\t\t\tPersistent memory for operational automation\t\t\t\t\t<\/h2>\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-521433f elementor-widget elementor-widget-text-editor\" data-id=\"521433f\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Agents record and recognize the evolution of internal processes, memorizing handled exceptions and recurring anomalies to refine automation and avoid the repetition of executive errors.<\/p><ul><li><span style=\"font-weight: 400;\">Recognition of anomalies already handled in the past<\/span><\/li><li><span style=\"font-weight: 400;\">Complete history of operations per process<\/span><\/li><li><span style=\"font-weight: 400;\">Reduction of repeated errors<\/span><\/li><li><span style=\"font-weight: 400;\">Operational continuity across different sessions<\/span><\/li><li><span style=\"font-weight: 400;\">Automatic adaptation to updated procedures<\/span><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-359d538\" data-id=\"359d538\" data-element_type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7ffdc44 e-flex e-con-boxed e-con e-parent\" data-id=\"7ffdc44\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-811dd77 elementor-cta--skin-classic elementor-animated-content elementor-bg-transform elementor-bg-transform-zoom-in elementor-widget elementor-widget-call-to-action\" data-id=\"811dd77\" data-element_type=\"widget\" data-widget_type=\"call-to-action.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-cta\">\n\t\t\t\t\t\t\t<div class=\"elementor-cta__content\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-content-item elementor-cta__content-item elementor-icon-wrapper elementor-cta__icon elementor-view-default\">\n\t\t\t\t\t\t<div class=\"elementor-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" id=\"Livello_2\" data-name=\"Livello 2\" viewBox=\"0 0 513.07 450.12\"><defs><style>      .cls-1 {        fill: #4461a6;      }      .cls-2 {        fill: #82b5e2;      }    <\/style><\/defs><g id=\"Livello_1-2\" data-name=\"Livello 1\"><g id=\"epyT9N.tif\"><g><path class=\"cls-2\" d=\"M389.97,211.34c.34,0,5.3-2.88,5.86-3.49,4.02-4.31,4.16-11.49.32-15.94-.94-1.09-5.05-3.94-6.18-3.94h-40.9v-29.6h40.12c.32,0,3.64-1.59,4.26-1.98,5.53-3.6,7.16-11.16,3.49-16.68-.8-1.21-5.12-4.72-6.19-4.72h-41.68v-29.6h37.78c3.45,0,9.02-3.26,10.68-6.46,4.44-8.62-1.7-16.78-10.68-17.68-12.66-1.27-27.18.99-40.04-.09-3.21-13.74-15.08-25.6-28.82-28.82-.97-12.73,1.02-26.72-.05-39.29-.86-10.06-10.34-17.05-19.12-10.5-1.06.79-4.27,4.93-4.27,5.85v41.68h-30.39V8.4c0-.23-1.91-3.35-2.33-3.89-5.01-6.36-14.68-5.53-19.06,1.2-.39.61-1.98,3.92-1.98,4.25v40.12h-29.6V9.18c0-4.74-7.56-9.13-12.08-9.02-4.21.11-11.29,4.66-11.29,9.02v40.9h-29.6V9.96c0-.33-1.59-3.64-1.98-4.25-4.38-6.73-14.05-7.56-19.06-1.2-.43.54-2.33,3.66-2.33,3.89v41.68h-30.39V8.4c0-.92-3.22-5.06-4.27-5.85-8.78-6.55-18.26.44-19.12,10.5-1.07,12.57.92,26.56-.05,39.29-13.68,3.44-25.67,15.01-28.82,28.82-12.86,1.08-27.38-1.18-40.04.09-8.98.9-15.12,9.06-10.68,17.68,1.66,3.2,7.23,6.46,10.68,6.46h37.78v29.6H8.26c-.22,0-3.34,1.91-3.89,2.34-6.36,5.01-5.54,14.68,1.19,19.06.62.39,3.94,1.98,4.25,1.98h40.13v29.6H9.04c-1.13,0-5.24,2.85-6.18,3.94-3.8,4.4-3.85,11.76.34,15.93.63.63,5.5,3.5,5.84,3.5h40.9v29.6H9.81c-.31,0-3.63,1.59-4.25,1.98-6.73,4.38-7.55,14.05-1.19,19.06.55.43,3.67,2.34,3.89,2.34h41.68v29.6H12.16c-3.45,0-9.02,3.26-10.68,6.46-4.44,8.62,1.7,16.78,10.68,17.68,12.66,1.27,27.18-.99,40.04.09,3.16,13.72,15.19,25.42,28.82,28.82.97,12.73-1.02,26.72.05,39.29.86,10.06,10.34,17.05,19.12,10.5,1.05-.79,4.27-4.93,4.27-5.85v-41.68h30.39v41.68c0,1.07,3.5,5.39,4.71,6.19,5.53,3.67,13.08,2.04,16.68-3.5.39-.61,1.98-3.92,1.98-4.25v-40.12h29.6v40.9c0,1.05,2.86,5.33,3.92,6.21,4.53,3.7,11.61,3.7,15.96-.34.61-.57,3.49-5.53,3.49-5.87v-40.9h29.6v40.12c0,.33,1.59,3.64,1.98,4.25,3.6,5.54,11.15,7.17,16.68,3.5,1.21-.8,4.71-5.12,4.71-6.19v-41.68h30.39v41.68c0,.92,3.21,5.06,4.27,5.85,2.28,1.71,4.61,2.49,6.83,2.54,6.3.16,11.65-5.6,12.29-13.04,1.07-12.57-.92-26.56.05-39.29,6.16-1.44,12.01-4.7,16.85-9.12,3.09-16.77,10.63-32.11,22.67-43.93h-8.44v-29.6h41.68c1.07,0,5.39-3.51,6.19-4.72,1.23-1.86,1.87-3.95,1.95-6.04.18-4.12-1.77-8.25-5.44-10.64-.62-.39-3.94-1.98-4.26-1.98h-40.12v-29.6h40.9ZM320.54,318.99c-3.47,3.94-8.49,6.37-14.67,6.9H93.14c-11.43-.98-18.89-8.45-19.86-19.87l.04-213.48c.97-9.94,7.84-17.34,17.72-18.89l214.83-.23c11.43.98,18.89,8.45,19.86,19.87v212.73c-.04.45-.09.9-.15,1.34-.62,4.66-2.36,8.59-5.04,11.63Z\"><\/path><path class=\"cls-1\" d=\"M299.25,253.83c-1.31,22.78-12.87,39.36-35.68,44.57-38.51.06-79.86,3.21-118.24,1.01-22.78-1.31-39.35-12.88-44.56-35.68-.06-38.51-3.22-79.86-1.01-118.25,1.52-26.5,16.7-43.33,43.49-45.31,38.6-2.85,80.83.98,119.66.63,17.92,3.34,31.7,16.89,35.32,34.78.06,38.51,3.21,79.86,1.01,118.25Z\"><\/path><\/g><\/g><g id=\"XtVCsX.tif\"><g><path class=\"cls-1\" d=\"M402.17,253.17c-1.1.11-2.19.23-3.28.39-11.43,1.52-22.27,5.28-32.12,10.76-6.34,3.53-12.28,7.77-17.7,12.6-9.62,8.54-17.64,18.93-23.49,30.44-1.92,3.76-3.61,7.65-5.04,11.63-3.08,8.54-5,17.51-5.57,26.67-.44,7.05,1.47,14.8.71,21.11-1.17,9.66-5.88,21.25-10.03,32.53-2.61,7.07-5,14-6.17,20.27-1.66,15.04,18.15,11.35,27.66,12,9.01.59,23.75.39,31.81,2.17,2.69.6,7.42,4.79,10.36,6.16,44.73,20.95,96.46,9.29,125.13-31.3,49.85-70.54-6.95-163.64-92.27-155.43ZM488.57,381.35c-19.56,50.31-81.96,65.27-124.78,33.96l-43-2.16,13.36-43.46c-1.42-10.84-1.19-21.61.69-31.84,3.09-16.77,10.63-32.11,22.67-43.93,6.43-6.33,14.14-11.65,23.14-15.65,66.42-29.54,134.18,35.53,107.92,103.08Z\"><\/path><path class=\"cls-2\" d=\"M417.19,363.41c-10.59.87-13.36-15.76-3.45-18.04,14.19-3.25,16.21,17,3.45,18.04Z\"><\/path><path class=\"cls-2\" d=\"M384.8,362.06c-11.57,6.65-19.65-13.85-7-16.71,11.19-2.52,16.62,11.17,7,16.71Z\"><\/path><path class=\"cls-2\" d=\"M446.03,360.25c-8.22-9.24,5.23-20.86,13.28-12.79,8.54,8.54-4.93,22.16-13.28,12.79Z\"><\/path><\/g><\/g><\/g><\/svg>\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<h2 class=\"elementor-cta__title elementor-cta__content-item elementor-content-item\">\n\t\t\t\t\t\tContextual memory for customer service\t\t\t\t\t<\/h2>\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ea5e8e5 elementor-widget elementor-widget-text-editor\" data-id=\"ea5e8e5\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>By integrating contextual memory with the company CRM, agents dedicated to customer service maintain a complete track of previous interactions, offering immediate and relevant responses without forcing the user to repeat their story.<\/p><ul><li><span style=\"font-weight: 400;\">Ticket and request history always available<\/span><\/li><li><span style=\"font-weight: 400;\">Recognition of the customer and their preferences<\/span><\/li><li><span style=\"font-weight: 400;\">Continuity across channels (chat, email, phone)<\/span><\/li><li><span style=\"font-weight: 400;\">Reduction in resolution times<\/span><\/li><li><span style=\"font-weight: 400;\">Escalation with ready context for the human operator<\/span><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-cb647f7 elementor-section-height-min-height elementor-section-boxed elementor-section-height-default\" data-id=\"cb647f7\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-92fe273\" data-id=\"92fe273\" data-element_type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7977545 e-flex e-con-boxed e-con e-parent\" data-id=\"7977545\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c3d73a0 elementor-cta--skin-classic elementor-animated-content elementor-bg-transform elementor-bg-transform-zoom-in elementor-widget elementor-widget-call-to-action\" data-id=\"c3d73a0\" data-element_type=\"widget\" data-widget_type=\"call-to-action.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-cta\">\n\t\t\t\t\t\t\t<div class=\"elementor-cta__content\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-content-item elementor-cta__content-item elementor-icon-wrapper elementor-cta__icon elementor-view-default\">\n\t\t\t\t\t\t<div class=\"elementor-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" id=\"Livello_2\" data-name=\"Livello 2\" viewBox=\"0 0 428.96 439.76\"><defs><style>      .cls-1 {        fill: #4461a6;      }      .cls-2 {        fill: #82b5e2;      }    <\/style><\/defs><g id=\"Livello_1-2\" data-name=\"Livello 1\"><g id=\"epyT9N.tif\"><g><path class=\"cls-2\" d=\"M389.97,211.34c.34,0,5.3-2.89,5.86-3.49,4.02-4.32,4.16-11.49.32-15.94-.94-1.09-5.05-3.95-6.18-3.95h-40.9v-29.6h40.12c.32,0,3.64-1.58,4.26-1.98,5.53-3.59,7.16-11.16,3.49-16.67-.8-1.22-5.12-4.72-6.19-4.72h-41.68v-29.61h37.78c3.45,0,9.02-3.25,10.68-6.46,4.44-8.61-1.7-16.77-10.68-17.68-12.66-1.27-27.18,1-40.04-.09-3.21-13.73-15.08-25.6-28.82-28.81-.97-12.73,1.02-26.72-.05-39.29-.86-10.06-10.34-17.05-19.12-10.5-1.06.78-4.27,4.93-4.27,5.85v41.67h-30.39V8.4c0-.23-1.91-3.35-2.33-3.89-5.01-6.36-14.68-5.54-19.06,1.19-.39.61-1.98,3.93-1.98,4.25v40.12h-29.6V9.18c0-4.74-7.56-9.13-12.08-9.02-4.21.1-11.29,4.65-11.29,9.02v40.89h-29.6V9.95c0-.32-1.59-3.64-1.98-4.25-4.38-6.73-14.05-7.55-19.06-1.19-.43.54-2.33,3.66-2.33,3.89v41.67h-30.39V8.4c0-.92-3.22-5.07-4.27-5.85-8.78-6.55-18.26.44-19.12,10.5-1.07,12.57.92,26.56-.05,39.29-13.68,3.44-25.67,15.01-28.82,28.81-12.86,1.09-27.38-1.18-40.04.09-8.98.91-15.12,9.07-10.68,17.68,1.66,3.21,7.23,6.46,10.68,6.46h37.78v29.61H8.26c-.22,0-3.34,1.9-3.89,2.34-6.36,5.01-5.54,14.67,1.19,19.05.62.4,3.94,1.98,4.25,1.98h40.13v29.6H9.04c-1.13,0-5.24,2.86-6.18,3.95-3.8,4.39-3.85,11.75.34,15.92.63.64,5.5,3.51,5.84,3.51h40.9v29.6H9.81c-.31,0-3.63,1.58-4.25,1.98-6.73,4.38-7.55,14.04-1.19,19.05.55.44,3.67,2.34,3.89,2.34h41.68v29.61H12.16c-3.45,0-9.02,3.25-10.68,6.46-4.44,8.61,1.7,16.77,10.68,17.68,12.66,1.27,27.18-1,40.04.09,3.16,13.72,15.19,25.41,28.82,28.82.97,12.72-1.02,26.71.05,39.29.86,10.06,10.34,17.04,19.12,10.49,1.05-.78,4.27-4.93,4.27-5.84v-41.68h30.39v41.68c0,1.07,3.5,5.39,4.71,6.19,5.53,3.67,13.08,2.03,16.68-3.5.39-.61,1.98-3.93,1.98-4.25v-40.12h29.6v40.9c0,1.05,2.86,5.33,3.92,6.2,4.53,3.7,11.61,3.7,15.96-.34.61-.56,3.49-5.52,3.49-5.86v-40.9h29.6v40.12c0,.32,1.59,3.64,1.98,4.25.81,1.24,1.82,2.29,2.96,3.12,6.12-6.14,12.26-12.28,18.43-18.38v-29.11h30.39v41.68c0,.91,3.21,5.06,4.27,5.84,4.2,3.13,8.55,3.17,12.05,1.26,3.82-2.09,6.62-6.5,7.07-11.75.05-.56.09-1.13.12-1.7.72-11.32-.77-23.68-.22-35.16.04-.82.09-1.63.15-2.43.3-.07.61-.15.91-.23,13.21-3.49,24.82-15.31,27.91-28.59,2.05-.17,4.14-.26,6.26-.28,2.29-.04,4.62-.01,6.96.06,2.74-2.45,5.64-4.74,8.7-6.88,8.08-5.65,17.17-10.13,26.73-13.2-2.43-2.19-6.09-3.93-8.61-3.93h-37.78v-29.61h41.68c1.07,0,5.39-3.5,6.19-4.71,3.67-5.52,2.04-13.08-3.49-16.68-.62-.4-3.94-1.98-4.26-1.98h-40.12v-29.6h40.9ZM325.73,306.02c-.98,11.42-8.45,18.88-19.86,19.87H93.14c-11.43-.99-18.89-8.45-19.86-19.87l.04-213.48c.97-9.95,7.84-17.35,17.72-18.89l214.83-.24c11.43.99,18.89,8.46,19.86,19.87v212.74Z\"><\/path><path class=\"cls-1\" d=\"M299.25,253.83c-1.31,22.78-12.87,39.36-35.68,44.57-38.51.06-79.86,3.21-118.24,1.01-22.78-1.31-39.35-12.88-44.56-35.68-.06-38.51-3.22-79.86-1.01-118.25,1.52-26.5,16.7-43.33,43.49-45.31,38.6-2.85,80.83.98,119.66.63,17.92,3.34,31.7,16.89,35.32,34.78.06,38.51,3.21,79.86,1.01,118.25Z\"><\/path><\/g><\/g><g id=\"_11V8z7.tif\" data-name=\"11V8z7.tif\"><path class=\"cls-1\" d=\"M428.58,370.2c-2.68,10.1-17.24,11.83-22.24,2.79-.3-.56-1.46-2.8-1.46-3.11v-34.48l-77.54,77.25c-3.7,3.25-10.56,3.65-14.57.84l-42.11-41.57c-2.17,2.13-4.34,4.27-6.5,6.42-6.17,6.1-12.31,12.24-18.43,18.38-10.62,10.64-21.22,21.31-31.91,31.87-3.53,3.48-8.03,9.82-13.06,10.87-11.45,2.39-19.31-10.02-12.58-19.41l52.61-52.22,24.07-23.89c4.65-2.59,9.12-2.14,13.37.91l4.39,4.38,11.93,11.89,23.51,23.44,1.57,1.56,67.57-67.82h-32.22c-.47,0-1.15-.16-1.91-.43-1.98-.69-4.54-2.08-5.5-3-7.36-7.09-3.17-19.44,6.5-20.95.48-.08.97-.13,1.47-.15.79.06,1.58.11,2.38.15,6.74.38,13.76.25,20.85,0,13.23-.46,26.69-1.35,38.93-.13,4.75.48,8.75,3.33,10.43,7.83,1.45,22.67.58,45.78.45,68.58Z\"><\/path><\/g><\/g><\/svg>\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<h2 class=\"elementor-cta__title elementor-cta__content-item elementor-content-item\">\n\t\t\t\t\t\tAnalysis and Decision Support with Persistent Memory\t\t\t\t\t<\/h2>\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7a2445d elementor-widget elementor-widget-text-editor\" data-id=\"7a2445d\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Through persistent memory, agents evaluate historical data to track the underlying reasons for past choices, providing evolutionary decision support that improves strategic precision based on actual results achieved.<\/p><ul><li><span style=\"font-weight: 400;\">Analysis that takes into account decisions made in the past<\/span><\/li><li><span style=\"font-weight: 400;\">Suggestions that improve with accumulated experience<\/span><\/li><li><span style=\"font-weight: 400;\">Recognition of recurring patterns<\/span><\/li><li><span style=\"font-weight: 400;\">Reports that compare different periods and decisions<\/span><\/li><li><span style=\"font-weight: 400;\">Always updated decision support<\/span><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-ca9ea82\" data-id=\"ca9ea82\" data-element_type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d6e1379 e-flex e-con-boxed e-con e-parent\" data-id=\"d6e1379\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3c8a25c elementor-cta--skin-classic elementor-animated-content elementor-bg-transform elementor-bg-transform-zoom-in elementor-widget elementor-widget-call-to-action\" data-id=\"3c8a25c\" data-element_type=\"widget\" data-widget_type=\"call-to-action.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-cta\">\n\t\t\t\t\t\t\t<div class=\"elementor-cta__content\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-content-item elementor-cta__content-item elementor-icon-wrapper elementor-cta__icon elementor-view-default\">\n\t\t\t\t\t\t<div class=\"elementor-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" id=\"Livello_2\" data-name=\"Livello 2\" viewBox=\"0 0 561.1 468.39\"><defs><style>      .cls-1 {        fill: #4461a6;      }      .cls-2 {        fill: #82b5e2;      }    <\/style><\/defs><g id=\"Livello_1-2\" data-name=\"Livello 1\"><g id=\"epyT9N.tif\"><g><path class=\"cls-2\" 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class=\"elementor-cta__title elementor-cta__content-item elementor-content-item\">\n\t\t\t\t\t\tOrchestration of Multi-Agent Systems with Memory\t\t\t\t\t<\/h2>\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0c634f9 elementor-widget elementor-widget-text-editor\" data-id=\"0c634f9\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>By leveraging shared memory for the orchestration of multi-agent systems, each software component operates in perfect synergy, knowing the overall progress status and the work already done by other entities.<\/p><ul><li><span style=\"font-weight: 400;\">Shared context among specialized agents<\/span><\/li><li><span style=\"font-weight: 400;\">Coordination without loss of information<\/span><\/li><li><span style=\"font-weight: 400;\">Continuity even on long and complex processes<\/span><\/li><li><span style=\"font-weight: 400;\">Reduction of duplications between different agents<\/span><\/li><li><span style=\"font-weight: 400;\">Unified view of the process status<\/span><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t<div class=\"elementor-element elementor-element-8410800 e-flex e-con-boxed elementor-invisible e-con e-parent\" data-id=\"8410800\" data-element_type=\"container\" data-settings=\"{&quot;animation&quot;:&quot;slideInUp&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b6c7092 elementor-widget__width-auto elementor-widget elementor-widget-heading\" data-id=\"b6c7092\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\">the process<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ad75399 elementor-widget__width-inherit elementor-widget elementor-widget-heading\" data-id=\"ad75399\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Blusail Method: how we design and integrate persistent memory into your company<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ad5e5be elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"ad5e5be\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Not all data requires the same level of retention. The integration of persistent memory for AI agents starts with a rigorous selection of business-critical information. <\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-67bdb83 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"67bdb83\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;gradient&quot;}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-8009922\" data-id=\"8009922\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-3434136 elementor-section-height-min-height elementor-section-boxed elementor-section-height-default\" data-id=\"3434136\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-a2ba94b\" data-id=\"a2ba94b\" data-element_type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-32ae7aa elementor-cta--skin-classic elementor-animated-content elementor-bg-transform elementor-bg-transform-zoom-in elementor-widget elementor-widget-call-to-action\" data-id=\"32ae7aa\" data-element_type=\"widget\" data-widget_type=\"call-to-action.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-cta\">\n\t\t\t\t\t\t\t<div class=\"elementor-cta__content\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-content-item elementor-cta__content-item elementor-icon-wrapper elementor-cta__icon elementor-view-default\">\n\t\t\t\t\t\t<div class=\"elementor-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" id=\"Livello_2\" data-name=\"Livello 2\" viewBox=\"0 0 314.25 314.03\"><defs><style>      .cls-1 {        fill: #3c61aa;      }      .cls-2 {        fill: #73b6e5;      }    <\/style><\/defs><g id=\"Livello_1-2\" data-name=\"Livello 1\"><g><g id=\"l5srHe.tif\"><g><path class=\"cls-1\" d=\"M281.72,36.69h27.31c2.88,0,5.22-2.34,5.22-5.22h0c0-2.88-2.34-5.22-5.22-5.22h-26.39c-2.94-6.2-5.69-11.27-12.37-14.03-19.01-7.82-35.71,11.62-26.71,29.59l-8.8,8.97C198.38,4.33,135.39-12.75,80.4,10.01,5.47,41.03-23.51,134.07,21.19,202.35c34.72,53.02,102.93,73.8,161.51,48.65,6.71-2.88,12.93-6.9,19.4-9.86l68.63,67.7c25.12,17.09,54.79-11.32,39.13-37.29l-68.65-70.06c23.75-37.13,27.08-83.72,9.32-124.1-2.68-6.07-6.37-11.62-9.22-17.61l10.12-10.12c11.95,6.16,27.43.48,30.3-12.98ZM298.31,273.89c14.78,15.18-2.63,37.71-20.84,26.99l-44.85-44.15,24.24-24.23,41.44,41.39ZM249.18,224.81l-24.16,24.19-13.86-14.3,23.68-23.67,14.33,13.77ZM229.43,200.14c-50.7,72.65-162.04,66.15-204.4-11.43C-16.48,112.68,34.28,16.62,120.77,10.48c102.14-7.27,167.42,105.48,108.65,189.66ZM254.31,24.01c9.55-10.19,25.12,5.36,14.92,14.91-9.86,9.25-24.16-5.05-14.92-14.91Z\"><\/path><path class=\"cls-1\" d=\"M128.13,20.91C41.44,22.75-8.78,121.43,40.34,193.03c48.92,71.29,158.8,60.3,191.95-19.5,30.66-73.83-24.33-154.31-104.16-152.62ZM55.51,66.14c24.29-28.47,62.86-40.77,99.4-31.87,22.81,5.56,43.5,19.84,56.86,38.92l-12.7,13.11c-19.31-9.52-38.58,9.7-28.74,28.95l-33.91,33.67c-7.23-2.9-14.42-3.6-21.37.53l-23.53-23.97c13.86-28.01-28.42-45.43-38.15-15.76h-19.65c3.8-16.11,11.05-31.02,21.78-43.58ZM196.18,111.96c-9.55,10.2-25.12-5.36-14.92-14.91,9.87-9.23,24.17,5.07,14.92,14.91ZM131.29,176.29c-13.87,9.04-23.49-16.46-7.49-19.15,11.16-1.88,17.37,12.74,7.49,19.15ZM74.48,125.65c-13.08,1.41-15.63-18.64-3.48-20.68,15.15-2.54,17.26,19.19,3.48,20.68ZM174.23,220.43c-66.41,31.89-142.29-16.83-142.89-89.46,1.48-3.45-.66-7.93,1.48-10.81h20.57c3.12,13.66,18.5,19.84,30.7,13.17l23.03,23.06c.59,1.3-1.83,6.06-2.1,8.34-3.71,32.09,48.98,31.18,40.62-3.93-.36-1.52-1.86-2.86-1.12-4.4l34.13-33.53c18.74,10.08,37.85-10.03,28.3-28.71.14-.7,9-9.52,10.02-10.23.53-.36.61-.85,1.54-.6,26.72,49.98,6.71,112.64-44.26,137.1Z\"><\/path><\/g><\/g><g><path class=\"cls-2\" d=\"M312.67,27.81c-.95-.95-2.25-1.53-3.69-1.53h-26.39c-2.94-6.2-5.69-11.28-12.37-14.03-19-7.82-35.71,11.62-26.71,29.59l-8.8,8.98c-.52-.66.54.65,0,0l.05-.03,6.49,9.02h0c-.31-.59.29.6,0,0l10.11-10.11c11.95,6.16,27.43.48,30.31-12.99h27.31c2.88,0,5.22-2.33,5.22-5.21,0-1.45-.58-2.75-1.53-3.69ZM269.18,38.95c-9.86,9.25-24.16-5.05-14.93-14.91,9.56-10.19,25.12,5.36,14.93,14.91Z\"><\/path><path class=\"cls-2\" d=\"M199.02,86.33c-19.32-9.51-38.58,9.7-28.75,28.96l-33.9,33.67c-7.23-2.9-14.42-3.6-21.37.53l-23.53-23.98c13.85-28-28.43-45.42-38.15-15.76h-19.65l-.92,10.44h20.57c3.12,13.66,18.5,19.84,30.7,13.17l23.03,23.06c.59,1.3-1.84,6.06-2.11,8.34-3.71,32.08,48.98,31.17,40.62-3.94-.35-1.52-1.85-2.86-1.12-4.4l34.13-33.52c18.74,10.08,37.86-10.04,28.3-28.71.14-.7,9-9.52,10.02-10.23.23-.15,1.4-.58,1.56-.71l-6.73-10.02-12.7,13.1ZM74.43,125.67c-13.08,1.42-15.63-18.63-3.48-20.68,15.15-2.54,17.26,19.2,3.48,20.68ZM131.24,176.31c-13.87,9.04-23.49-16.46-7.49-19.15,11.17-1.88,17.37,12.74,7.49,19.15ZM196.13,111.99c-9.55,10.2-25.12-5.36-14.93-14.91,9.87-9.24,24.17,5.06,14.93,14.91Z\"><\/path><\/g><\/g><\/g><\/svg>\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<h2 class=\"elementor-cta__title elementor-cta__content-item elementor-content-item\">\n\t\t\t\t\t\tProcess analysis and task identification\t\t\t\t\t<\/h2>\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1b0ef74 elementor-widget elementor-widget-text-editor\" data-id=\"1b0ef74\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">We analyze the operational flow to identify which data should constitute the persistent memory and which can be discarded. We map the interactions of AI agents to ensure context retention consistent with real business needs. <\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-182aa19 elementor-widget elementor-widget-n-accordion\" data-id=\"182aa19\" data-element_type=\"widget\" data-settings=\"{&quot;default_state&quot;:&quot;all_collapsed&quot;,&quot;max_items_expended&quot;:&quot;one&quot;,&quot;n_accordion_animation_duration&quot;:{&quot;unit&quot;:&quot;ms&quot;,&quot;size&quot;:400,&quot;sizes&quot;:[]}}\" data-widget_type=\"nested-accordion.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"e-n-accordion\" aria-label=\"Accordion. Open links with Enter or Space, close with Escape, and navigate with Arrow Keys\">\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-2530\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"1\" tabindex=\"0\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-2530\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> Output <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><i aria-hidden=\"true\" class=\"fas fa-chevron-up\"><\/i><\/span>\n\t\t\t<span class='e-closed'><i aria-hidden=\"true\" class=\"fas fa-chevron-down\"><\/i><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-2530\" class=\"elementor-element elementor-element-bcf5b0a e-con-full e-flex e-con e-child\" data-id=\"bcf5b0a\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-140dd94 elementor-widget elementor-widget-text-editor\" data-id=\"140dd94\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Mapping of the context to be retained<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Memory requirements per process<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">ROI evaluation<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Technical requirements<\/span><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-b91c011\" data-id=\"b91c011\" data-element_type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-7830ac3 elementor-cta--skin-classic elementor-animated-content elementor-bg-transform elementor-bg-transform-zoom-in elementor-widget elementor-widget-call-to-action\" data-id=\"7830ac3\" data-element_type=\"widget\" data-widget_type=\"call-to-action.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-cta\">\n\t\t\t\t\t\t\t<div class=\"elementor-cta__content\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-content-item elementor-cta__content-item elementor-icon-wrapper elementor-cta__icon elementor-view-default\">\n\t\t\t\t\t\t<div class=\"elementor-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" id=\"Livello_2\" data-name=\"Livello 2\" viewBox=\"0 0 208.03 192.36\"><defs><style>      .cls-1 {        fill: #3c61aa;      }      .cls-2 {        fill: #73b6e5;      }    <\/style><\/defs><g id=\"Livello_1-2\" data-name=\"Livello 1\"><g><g id=\"fqUEFW.tif\"><path class=\"cls-1\" d=\"M207.71,11.54c-.4-3.58-3.12-5.79-6.67-5.88h-80.19c-2.02-.1-5.87,2.68-5.87,4.67v12.35h-44.23l-1.95,12.04c.08-.21,46.18.1,46.18.1v12.35c0,1.67,3.47,4.66,5.06,4.66h35.03v28.24h12.15v-28.24h35.43c2.62,0,4.86-3.85,5.08-6.26.96-10.83-.76-23.05-.02-34.03ZM195.56,39.68h-68.43v-21.86h68.43v21.86ZM155.07,131.59v31.98h-61.96v-12.75c0-1.21-3.47-4.25-4.66-4.25h-35.43v-21.46h34.62c2.2,0,5.4-3.16,5.48-5.46-.93-11.17,1.22-24.29-.01-35.23-.36-3.26-2.62-5.25-5.85-5.48l-82.65.39c-2.5.8-3.99,2.9-4.25,5.47-1.08,10.94.82,23.68.06,34.81,0,2.52,3.51,5.5,5.83,5.5h34.62v21.46H5.04c-1.59,0-5.14,3.89-4.68,5.85.93,10.92-1.18,23.74.02,34.44.27,2.42,1.52,4.16,3.75,5.15l84.33.32c1.49.35,4.65-3.34,4.65-4.26v-12.35h69.04c1.61,0,5.03-2.74,5.04-4.68l.08-38.74v-.05c.08-.26-12.64-.77-12.64-.77.15.04.29.08.44.11ZM12.53,112.96v-21.86h68.43v21.86H12.53ZM80.96,180.17H12.53v-21.46h68.43v21.46Z\"><\/path><\/g><path class=\"cls-2\" d=\"M74.79,28.16c-.4-17.23-15.83-30.63-32.82-27.78-7.69,1.29-14.97,5.71-19.61,13.62-17.43,29.62,23.21,58.8,45.84,33.68.82-.91,1.53-1.84,2.17-2.79,3.01-4.5,4.46-9.86,4.46-15.27l-.03-1.45ZM46.96,45c-20.35-.05-21.55-30.16-3.18-32.65,25.01-3.39,25.42,32.7,3.18,32.65Z\"><\/path><path class=\"cls-2\" d=\"M188.42,103.92c-.4-17.23-15.83-30.63-32.82-27.78-1.4.23-2.79.57-4.16,1.03-.11.03-.22.07-.33.11-5.97,2.03-11.4,6.13-15.12,12.48-11.41,19.39,2.06,38.59,19.08,42.49,3.96.91,8.12.99,12.2.05,4.17-.96,8.25-2.98,11.97-6.29.89-.78,1.75-1.64,2.59-2.57.81-.91,1.52-1.84,2.16-2.8,3.01-4.49,4.47-9.85,4.47-15.27l-.04-1.45ZM160.6,120.76c-18.77-.05-21.25-25.66-7.11-31.59.01-.01.03-.02.04-.02,1.18-.5,2.48-.85,3.89-1.04,21.03-2.85,24.67,22.2,12.07,30.22-2.38,1.53-5.35,2.44-8.89,2.43Z\"><\/path><\/g><\/g><\/svg>\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<h2 class=\"elementor-cta__title elementor-cta__content-item elementor-content-item\">\n\t\t\t\t\t\tMemory architecture design\t\t\t\t\t<\/h2>\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7ad0eab elementor-widget elementor-widget-text-editor\" data-id=\"7ad0eab\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">We structure the technological architecture by defining the most suitable storage typology (vector databases, knowledge graphs, or relational DBs), establishing data lifecycle, updating, and segregation policies based on the type of memory (working, episodic, semantic, procedural).<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-aba56c4 elementor-widget elementor-widget-n-accordion\" data-id=\"aba56c4\" data-element_type=\"widget\" data-settings=\"{&quot;default_state&quot;:&quot;all_collapsed&quot;,&quot;max_items_expended&quot;:&quot;one&quot;,&quot;n_accordion_animation_duration&quot;:{&quot;unit&quot;:&quot;ms&quot;,&quot;size&quot;:400,&quot;sizes&quot;:[]}}\" data-widget_type=\"nested-accordion.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"e-n-accordion\" aria-label=\"Accordion. Open links with Enter or Space, close with Escape, and navigate with Arrow Keys\">\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-1790\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"1\" tabindex=\"0\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-1790\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> Output <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><i aria-hidden=\"true\" class=\"fas fa-chevron-up\"><\/i><\/span>\n\t\t\t<span class='e-closed'><i aria-hidden=\"true\" class=\"fas fa-chevron-down\"><\/i><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-1790\" class=\"elementor-element elementor-element-4f21edd e-con-full e-flex e-con e-child\" data-id=\"4f21edd\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-07a4ee0 elementor-widget elementor-widget-text-editor\" data-id=\"07a4ee0\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Defined memory architecture<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Access and update rules<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Proof of Concept<\/span><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-a4ad210 elementor-section-height-min-height elementor-section-boxed elementor-section-height-default\" data-id=\"a4ad210\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-4d093ed\" data-id=\"4d093ed\" data-element_type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-2561aee elementor-cta--skin-classic elementor-animated-content elementor-bg-transform elementor-bg-transform-zoom-in elementor-widget elementor-widget-call-to-action\" data-id=\"2561aee\" data-element_type=\"widget\" data-widget_type=\"call-to-action.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-cta\">\n\t\t\t\t\t\t\t<div class=\"elementor-cta__content\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-content-item elementor-cta__content-item elementor-icon-wrapper elementor-cta__icon elementor-view-default\">\n\t\t\t\t\t\t<div class=\"elementor-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" id=\"Livello_2\" data-name=\"Livello 2\" viewBox=\"0 0 223.57 223.59\"><defs><style>      .cls-1 {        fill: #3c61aa;      }      .cls-2 {        fill: #73b6e5;      }    <\/style><\/defs><g id=\"Livello_1-2\" data-name=\"Livello 1\"><g id=\"L04HGb.tif\"><g><path class=\"cls-1\" d=\"M216.57,150.47c6.99-19.92,8.63-41.47,4.27-62.17-.64-3.07-4.41-13.9-4.24-15.67.15-1.52,1.64-2.92,2.24-4.3,19.12-43.93-27.46-84.97-68.42-61.41C128.03-1.23,105.62-1.72,82.6,3.98c-2.14.53-8.57,3.05-10,2.95-.73-.05-6.4-3.23-8.14-3.86C58.23.83,50.87-.38,44.27.1,9.01,2.66-11.47,42.85,6.87,73.07c-9.17,24.91-9.14,52.48,0,77.4-23.33,41.86,17.07,87.62,61.8,68.22,1.25-.54,2.75-2,3.93-2.08,1.43-.1,7.86,2.42,10,2.95,23.01,5.69,45.44,5.17,67.82-2.95,42.55,25.38,91.63-23.5,66.15-66.14ZM34.12,10.42c33.77-12.27,64.84,23.02,49.68,54.92l-2.97-4.26c-5.24-4.98-12.61-6.26-18.98-8.96,17.03-14.8,3.21-42.6-18.99-37.45-17.25,4.01-22.35,26.03-8.99,37.45-7.47,3.43-18.19,4.42-21.46,13.22-.78-.4-1.4-2.18-1.73-3C2.48,42.03,13.75,17.82,34.12,10.42ZM44.25,57.49c5.98-.82,22.7,4.03,28.09,7.09,2.58,1.47,6.52,6.91,5.23,9.73-.21.46-4.3,4.43-5.01,5-14.19,11.41-35.97,11.33-49.89-.5-.74-.62-4.29-3.99-4.52-4.5-1.1-2.4,2.19-7.69,4.28-9.18,2.43-1.74,18.59-7.2,21.82-7.64ZM44.73,22.53c21.05-3.57,22.03,27.24,2.52,26.7-15.81-.43-17.28-24.19-2.52-26.7ZM77.56,202.11c-.24.52-3.77,3.88-4.5,4.49-13.74,11.45-36.71,11.56-50.39,0-.94-.79-3.72-3.39-4.2-4.29-1.74-3.31,2.14-8.58,5.08-10.27,2.4-1.38,16.91-6.34,19.69-6.77,1.87-.29,4.95-.28,6.86-.11,3.84.34,18.76,4.99,22.07,6.88,2.68,1.53,6.79,7.05,5.39,10.07ZM46.24,149.84c17.56-2.15,20.77,24.56,3.83,26.78-18.66,2.45-21.46-24.62-3.83-26.78ZM61.84,180.15c12.82-11.65,8.81-33.91-8.86-37.8-22.98-5.06-35.71,22.33-19.1,37.8-7.98,2.35-17.51,4.47-21.71,12.49-12.25-21.86,3.24-51.3,27.19-56.18,32.47-6.62,58.99,26.43,44.19,56.17-4.47-8.37-13.5-9.76-21.71-12.48ZM94.68,213.96c-1.61-.26-13.86-2.76-13.86-3.6,16.42-15.4,19.23-39.18,8.24-58.67-15.91-28.18-53.79-32.08-75.89-8.98-.06,0-.12-.04-.19-.12-.02-.02-.05-.05-.07-.09-.03-.04-.05-.08-.08-.12-.1-.17-.21-.4-.32-.69-.05-.1-.09-.22-.13-.34-.05-.11-.09-.24-.13-.37-.07-.2-.14-.41-.2-.63-.21-.66-.42-1.41-.63-2.22-.09-.35-.18-.71-.27-1.08-.09-.36-.18-.73-.27-1.1-.06-.28-.13-.55-.19-.82-.14-.63-.28-1.24-.4-1.82-.07-.32-.14-.63-.2-.92-.22-1.02-.37-1.81-.43-2.14-2.45-13.88-2.31-27.79.92-41.54.27-1.16,1.89-7.88,2.59-7.88,24.2,25.3,66.17,17.53,79-15.35,5.8-14.85,4.38-30.91-4.47-44.22l-6.65-8.33c19.82-6.41,41.79-6.05,61.66.01-32.69,30.95-8.15,86.64,37.13,82.79,11.8-1,22.31-6.96,30.76-14.91,6.19,19.97,6.19,41.92,0,61.9-4.18-3.17-7.83-6.66-12.47-9.24-41.54-23.12-89.08,25.65-63.61,66.6,2.35,3.79,5.29,7.17,8.19,10.52-15.3,4.76-32.19,5.88-48.03,3.36ZM172.04,57.49c6.21-.85,21.63,3.87,27.42,6.77,3.3,1.65,7.02,6.75,5.39,10.56-.78,1.82-7.7,6.62-9.71,7.76-13.99,7.89-30.84,6.8-43.68-2.77-.95-.7-5.16-4.25-5.49-4.99-1.43-3.11,1.75-7.93,4.26-9.69,2.51-1.77,18.53-7.19,21.81-7.64ZM172.54,22.54c20.98-3.34,21.73,27.21,2.51,26.69-16.42-.44-17.37-24.33-2.51-26.69ZM197.58,208.82c-27.71,18.32-64.45-3.43-61.85-36.39,1.59-20.19,17.58-35.62,37.83-36.55,41.03-1.88,57,51.13,24.02,72.94ZM211.6,65.34l-2.48-3.25c-4.85-6.1-12.9-6.78-19.47-9.97,11.9-10.34,9.15-30.24-5.66-36.29-21.82-8.9-39.91,17.28-24.3,34.79.73.82,1.69.95,1.99,1.74-7.71,2.77-17.73,4.1-21.47,12.48l-1.03-.3c-10.22-22.49,2.43-49.53,26.58-55.27,33.32-7.91,59.56,25.45,45.84,56.07Z\"><\/path><path class=\"cls-2\" d=\"M183.64,164.44c-1.67-18.39-30.54-18.13-33.72-2.78l-.21,35.71c.95,4.26,7.98,3.2,7.98-.49v-17.22h17.97v18.22c0,.14,1.75,1.87,2,1.99,2.18.99,5.33-.14,5.88-2.6-.5-10.56,1.04-22.4.1-32.83ZM175.66,171.67h-17.97v-8.23c0-.18,1.4-2.43,1.72-2.77,2.63-2.76,11.09-2.79,13.93-.4.67.56,2.32,2.99,2.32,3.67v7.73Z\"><\/path><path class=\"cls-2\" d=\"M201.62,195.39c-.71,6.33-7.5,6.56-8.01,1.02-1.23-13.49.99-28.8,0-42.48-.07-1.39,1.62-2.87,2.88-3.14,3.11-.65,5.23,2.26,5.15,5.14-1.06,12.53,1.35,27.19-.02,39.46Z\"><\/path><\/g><\/g><\/g><\/svg>\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<h2 class=\"elementor-cta__title elementor-cta__content-item elementor-content-item\">\n\t\t\t\t\t\tIntegration and multi-agent orchestration\t\t\t\t\t<\/h2>\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a962c33 elementor-widget elementor-widget-text-editor\" data-id=\"a962c33\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">We connect the persistent memory structure with existing corporate applications (ERP, CRM) and implement the multi-agent infrastructure with the integration of APIs necessary for context passing.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-32920b4 elementor-widget elementor-widget-n-accordion\" data-id=\"32920b4\" data-element_type=\"widget\" data-settings=\"{&quot;default_state&quot;:&quot;all_collapsed&quot;,&quot;max_items_expended&quot;:&quot;one&quot;,&quot;n_accordion_animation_duration&quot;:{&quot;unit&quot;:&quot;ms&quot;,&quot;size&quot;:400,&quot;sizes&quot;:[]}}\" data-widget_type=\"nested-accordion.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"e-n-accordion\" aria-label=\"Accordion. Open links with Enter or Space, close with Escape, and navigate with Arrow Keys\">\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-5300\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"1\" tabindex=\"0\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-5300\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> Output  <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><i aria-hidden=\"true\" class=\"fas fa-chevron-up\"><\/i><\/span>\n\t\t\t<span class='e-closed'><i aria-hidden=\"true\" class=\"fas fa-chevron-down\"><\/i><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-5300\" class=\"elementor-element elementor-element-b41ab1d e-con-full e-flex e-con e-child\" data-id=\"b41ab1d\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d6333e4 elementor-widget elementor-widget-text-editor\" data-id=\"d6333e4\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Full integration with corporate systems<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Shared memory among agents, where planned<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Logging and monitoring<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Release into production<\/span><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-6e0caf6\" data-id=\"6e0caf6\" data-element_type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-f4749dd elementor-cta--skin-classic elementor-animated-content elementor-bg-transform elementor-bg-transform-zoom-in elementor-widget elementor-widget-call-to-action\" data-id=\"f4749dd\" data-element_type=\"widget\" data-widget_type=\"call-to-action.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-cta\">\n\t\t\t\t\t\t\t<div class=\"elementor-cta__content\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-content-item elementor-cta__content-item elementor-icon-wrapper elementor-cta__icon elementor-view-default\">\n\t\t\t\t\t\t<div class=\"elementor-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" id=\"Livello_2\" data-name=\"Livello 2\" viewBox=\"0 0 283.05 283.01\"><defs><style>      .cls-1 {        fill: #3c61aa;      }      .cls-2 {        fill: #73b6e5;      }    <\/style><\/defs><g id=\"Livello_1-2\" data-name=\"Livello 1\"><g id=\"Ru4vDX.tif\"><g><path class=\"cls-2\" d=\"M261.65,5.17c-9.34-11.42-26.91-2.29-23.82,11.63l-51.09,35.64c-1.52.37-4.25-1.73-6.26-2.05-2.99-.47-5.97-.04-8.66,1.35-4.61,2.39-1.9,3.95-8.34,1.95-14.93-4.66-29.61-12.18-44.72-16.63-1.29-20.2-29.04-17.9-27.55,2.26l-50.31,27.96c-9.68-8.12-24.15-.09-22.59,12.32,1.59,12.64,19.1,16.39,25.65,4.63,1.91-3.44,1.13-6.29,2.52-9.47l49.67-27.73c4.35,3.39,9.57,4.34,14.69,1.93,2.22-1.05,3.39-3.48,5.7-3.18l47.75,17.66c1,20.51,30.21,17.73,27-2.57l52.04-35.73c13.04,8.4,28.33-7.74,18.32-19.97ZM33.25,82.1c-6.69,1.46-7.85-7.76-2.59-8.91,6.69-1.46,7.84,7.76,2.59,8.91ZM106.3,41.01c-6.69,1.46-7.85-7.76-2.6-8.91,6.69-1.45,7.85,7.76,2.6,8.91ZM179.34,68.4c-6.69,1.46-7.85-7.76-2.59-8.9,6.69-1.46,7.84,7.76,2.59,8.9ZM252.39,18.18c-6.69,1.46-7.85-7.76-2.6-8.9,6.69-1.46,7.85,7.76,2.6,8.9Z\"><\/path><path class=\"cls-1\" d=\"M269.35,48.83v161.21c0,2.52-2.04,4.56-4.56,4.56h0c-2.52,0-4.56-2.04-4.56-4.56V54.82h-18.26v155.22c0,2.52-2.04,4.56-4.56,4.56h0c-2.52,0-4.56-2.04-4.56-4.56V48.83c0-1.88,3.19-3.02,4.82-3.17,8.86-.8,18.96.62,27.96.06,1.22-.15,3.74,2.2,3.74,3.11Z\"><\/path><path class=\"cls-2\" d=\"M136.27,173.69c-43.4,3.87-65.03,56.07-36.96,89.69,26.86,32.16,79.26,23.39,93.59-15.95,13.89-38.17-16.28-77.34-56.63-73.74ZM109.19,260.63c-42.56-42.21,21.97-107.35,64.66-64.66,42.39,42.38-21.75,107.2-64.66,64.66Z\"><\/path><path class=\"cls-1\" d=\"M50.22,112.74v97.29c0,2.52-2.04,4.56-4.56,4.56h-.01c-2.52,0-4.56-2.04-4.56-4.56v-91.3h-18.26v91.3c0,2.52-2.04,4.56-4.56,4.56h0c-2.52,0-4.56-2.04-4.56-4.56v-97.29c0-1.88,3.19-3.02,4.83-3.17,8.86-.8,18.95.63,27.95.07,1.22-.15,3.75,2.2,3.75,3.1Z\"><\/path><path class=\"cls-1\" d=\"M123.26,71.65v88.17c0,2.52-2.04,4.56-4.56,4.56h0c-2.52,0-4.56-2.04-4.56-4.56v-82.17h-18.26v95.86c0,2.52-2.04,4.56-4.56,4.56h0c-2.52,0-4.56-2.04-4.56-4.56v-101.86c0-.9,2.52-3.25,3.74-3.1,9,.56,19.09-.87,27.96-.06,1.63.15,4.82,1.28,4.82,3.16Z\"><\/path><path class=\"cls-1\" d=\"M196.31,99.04v74.47c0,2.52-2.04,4.56-4.56,4.56h0c-2.52,0-4.56-2.04-4.56-4.56v-68.47h-18.26v59.34c0,2.52-2.04,4.56-4.56,4.56h0c-2.52,0-4.56-2.04-4.56-4.56v-65.34c0-1.88,3.19-3.01,4.83-3.16,8.86-.8,18.95.62,27.95.06,1.22-.15,3.75,2.2,3.75,3.1Z\"><\/path><path class=\"cls-1\" d=\"M77.61,223.73v9.14H4.57c-2.52,0-4.57-2.05-4.57-4.57h0c0-2.52,2.05-4.57,4.57-4.57h73.04Z\"><\/path><path class=\"cls-1\" d=\"M283.05,228.3h0c0,2.52-2.05,4.57-4.57,4.57h-73.04v-9.14h73.04c2.52,0,4.57,2.05,4.57,4.57Z\"><\/path><path class=\"cls-2\" d=\"M149.51,247.07l-13.25-40.73-.28-.24c-.42-.34-.92-.56-1.54-.65-.69-.11-2.48-.12-3.01-.12-2.16,0-3.51.09-4.03.26-.64.21-1.07.55-1.42,1.15-.46.78-.93,2.41-1.35,3.85-.17.59-.33,1.16-.46,1.53-1.75,5.22-3.41,10.55-5.01,15.7-1.87,5.99-3.79,12.18-5.87,18.22-.57,1.5-.23,2.48.16,3.05.67.96,1.9,1.43,3.79,1.43.63,0,1.34-.05,2.16-.16,2.22-.29,2.92-3.06,3.54-5.5.18-.68.35-1.37.54-1.9l15.5.04c.08.26.16.54.24.85,1.18,4.18,1.78,5.76,2.8,6.25.74.36,2.26.39,2.71.39,2.2,0,3.68-.47,4.4-1.4.43-.54.57-1.23.38-2.02ZM136.11,234.15h-9.73l5.06-14.79,4.67,14.79Z\"><\/path><path class=\"cls-2\" d=\"M165.45,247.67c0,1.25-.98,2.42-2.23,2.66-.44.08-1.2.17-2.06.17-3.47,0-4.38-1.32-4.54-2.42v-.12s-.02-39.82-.02-39.82c-.06-1.08.83-2.31,1.89-2.62.52-.15,1.4-.24,2.31-.24,3.86,0,4.56,1.55,4.63,2.48l.02,39.91Z\"><\/path><\/g><\/g><\/g><\/svg>\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<h2 class=\"elementor-cta__title elementor-cta__content-item elementor-content-item\">\n\t\t\t\t\t\tContinuous Monitoring and Optimization\t\t\t\t\t<\/h2>\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-58eb852 elementor-widget elementor-widget-text-editor\" data-id=\"58eb852\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">We evaluate the efficiency of the recorded memory, measuring context retrieval times and the relevance of decisions generated by AI agents, constantly refining the persistent memory structure.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d255f83 elementor-widget elementor-widget-n-accordion\" data-id=\"d255f83\" data-element_type=\"widget\" data-settings=\"{&quot;default_state&quot;:&quot;all_collapsed&quot;,&quot;max_items_expended&quot;:&quot;one&quot;,&quot;n_accordion_animation_duration&quot;:{&quot;unit&quot;:&quot;ms&quot;,&quot;size&quot;:400,&quot;sizes&quot;:[]}}\" data-widget_type=\"nested-accordion.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"e-n-accordion\" aria-label=\"Accordion. Open links with Enter or Space, close with Escape, and navigate with Arrow Keys\">\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-2200\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"1\" tabindex=\"0\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-2200\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> Output <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><i aria-hidden=\"true\" class=\"fas fa-chevron-up\"><\/i><\/span>\n\t\t\t<span class='e-closed'><i aria-hidden=\"true\" class=\"fas fa-chevron-down\"><\/i><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-2200\" class=\"elementor-element elementor-element-f2a52d9 e-con-full e-flex e-con e-child\" data-id=\"f2a52d9\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c8e8d5f elementor-widget elementor-widget-text-editor\" data-id=\"c8e8d5f\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Monitoring dashboard<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Performance analysis<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Continuous support<\/span><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t<div class=\"elementor-element elementor-element-4f0822e e-flex e-con-boxed e-con e-parent\" data-id=\"4f0822e\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4f3e3bc elementor-widget__width-auto elementor-widget elementor-widget-heading\" data-id=\"4f3e3bc\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\">ARCHITECTURAL SCHEMA<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-67fb3fa elementor-widget__width-inherit elementor-widget elementor-widget-heading\" data-id=\"67fb3fa\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">How persistent memory connects to your systems<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-24b6742 elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"24b6742\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Persistent memory sits between the agents and the corporate systems:<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-dd346c1 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"dd346c1\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-5c18667\" data-id=\"5c18667\" data-element_type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-6521b5c elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6521b5c\" data-element_type=\"section\" data-settings=\"{&quot;background_motion_fx_motion_fx_scrolling&quot;:&quot;yes&quot;,&quot;background_motion_fx_devices&quot;:[],&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-f0c65f3\" data-id=\"f0c65f3\" data-element_type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;background_motion_fx_motion_fx_scrolling&quot;:&quot;yes&quot;,&quot;background_motion_fx_translateY_effect&quot;:&quot;yes&quot;,&quot;background_motion_fx_translateY_speed&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:3,&quot;sizes&quot;:[]},&quot;background_motion_fx_devices&quot;:[&quot;desktop&quot;],&quot;background_motion_fx_opacity_effect&quot;:&quot;yes&quot;,&quot;background_motion_fx_opacity_range&quot;:{&quot;unit&quot;:&quot;%&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:{&quot;start&quot;:30,&quot;end&quot;:65}},&quot;background_motion_fx_translateY_affectedRange&quot;:{&quot;unit&quot;:&quot;%&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:{&quot;start&quot;:0,&quot;end&quot;:100}},&quot;background_motion_fx_opacity_direction&quot;:&quot;out-in&quot;,&quot;background_motion_fx_opacity_level&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:10,&quot;sizes&quot;:[]}}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-63b67ad elementor-widget elementor-widget-heading\" data-id=\"63b67ad\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">AI Agent (chat \/ automation)<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-24268bd elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"24268bd\" data-element_type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<i aria-hidden=\"true\" class=\"fas fa-angle-down\"><\/i>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4c14fce elementor-widget elementor-widget-heading\" data-id=\"4c14fce\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Memory Layer (manages the 4 types of memory)<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4312e44 elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"4312e44\" data-element_type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<i aria-hidden=\"true\" class=\"fas fa-angle-down\"><\/i>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-55840cc elementor-widget elementor-widget-heading\" data-id=\"55840cc\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Storage: Vector DB \/ Knowledge Graph \/ Relational DB\n<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d5aac0e elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"d5aac0e\" data-element_type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<i aria-hidden=\"true\" class=\"fas fa-angle-down\"><\/i>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-30312ec elementor-widget elementor-widget-heading\" data-id=\"30312ec\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Corporate systems: ERP (orders, warehouse) + CRM (customers, tickets)<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t<div class=\"elementor-element elementor-element-1993d46 e-flex e-con-boxed e-con e-parent\" data-id=\"1993d46\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7d37464 elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"7d37464\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Persistent memory acts as an intermediate layer: agents do not directly access management systems, but consult and update an enriched and structured context.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-942abd4 e-flex e-con-boxed elementor-invisible e-con e-parent\" data-id=\"942abd4\" data-element_type=\"container\" data-settings=\"{&quot;animation&quot;:&quot;slideInUp&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2dadd49 elementor-widget__width-auto elementor-widget elementor-widget-heading\" data-id=\"2dadd49\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\">Advantages<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7bff63d elementor-widget__width-inherit elementor-widget elementor-widget-heading\" data-id=\"7bff63d\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">What are the most important advantages generated by persistent memory?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f47e5c1 elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"f47e5c1\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Providing continuous memory to software architectures means transforming the accumulation of informal data into a structured and reusable corporate asset.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-1f6c2e2 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"1f6c2e2\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-93c7d3e\" data-id=\"93c7d3e\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-cc4931f elementor-widget__width-initial elementor-widget-mobile__width-initial elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"cc4931f\" data-element_type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" id=\"Livello_2\" data-name=\"Livello 2\" viewBox=\"0 0 202.6 202.41\"><defs><style>      .cls-1 {        fill: #3c61aa;      }      .cls-2 {        fill: #73b6e5;      }    <\/style><\/defs><g id=\"Livello_1-2\" data-name=\"Livello 1\"><g id=\"_5l3h60.tif\" data-name=\"5l3h60.tif\"><g><path class=\"cls-1\" d=\"M95.25.19C16.31,4.84-27.53,95.66,19.12,160.29c40.54,56.17,123.75,56.17,164.29,0C233.25,91.24,179.71-4.8,95.25.19ZM177.87,145.66c-32.32,55.62-111.25,59.33-148.7,6.96C-11.34,95.97,27.06,16.98,96.04,12.84c69.97-4.21,117.23,71.89,81.83,132.82Z\"><\/path><path class=\"cls-2\" 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class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Reduction of operational costs<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-713e211 elementor-widget elementor-widget-heading\" data-id=\"713e211\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">The adoption of persistent memory cuts down the time required for context reorganization and eliminates the manual interventions needed to correct repeated errors, significantly reducing operational costs.\n<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-9c22770\" data-id=\"9c22770\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-2c0d2e2 elementor-widget__width-initial elementor-widget-mobile__width-initial elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"2c0d2e2\" data-element_type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" id=\"Livello_2\" data-name=\"Livello 2\" viewBox=\"0 0 147.12 138.18\"><defs><style>      .cls-1 {        fill: #3c61aa;      }      .cls-2 {        fill: #73b6e5;      }    <\/style><\/defs><g id=\"Livello_1-2\" data-name=\"Livello 1\"><g><path class=\"cls-1\" d=\"M85.61,73.91l-51.19.19c.27-.08.56-.14.87-.18h.18s50.14,0,50.14,0Z\"><\/path><path class=\"cls-1\" 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class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Faster and more relevant responses\n<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-677e09c elementor-widget elementor-widget-heading\" data-id=\"677e09c\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">Thanks to contextual memory, AI agents retrieve relevant historical information without performing redundant searches, accelerating the processing of results.\n<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-2f3e58a\" data-id=\"2f3e58a\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-5c133f1 elementor-widget__width-initial elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"5c133f1\" data-element_type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" id=\"Livello_2\" data-name=\"Livello 2\" viewBox=\"0 0 614.23 607.5\"><defs><style>      .cls-1 {        fill: #4461a6;      }      .cls-2 {        fill: #82b5e2;      }    <\/style><\/defs><g id=\"Livello_1-2\" data-name=\"Livello 1\"><g id=\"_6EvffS.tif\" data-name=\"6EvffS.tif\"><g><path class=\"cls-1\" 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d=\"M.53,397.05l54.63-95.37c3.34-4.81,9.22-4.91,14.43-3.73l91,52.3c8.39,5.36,9.69,14.55,1.76,21.09-7.45,6.15-34.41,7.07-42.18,13.23-10.33,8.2,3.31,33.74,8.17,43.4,53.55,106.38,176.03,152.95,286.43,111.98,1.45-.54,2.78-1.36,3.85-2.48,1.65.95,1.07,1.77,1.3,3,2.88,15.41-6.09,37.17,9.84,49.37-81.66,31.64-178.13,20.03-251.14-28.42-50.78-33.69-85.76-79.23-108.48-135.16-4.5-11.09-4.07-26.19-20.32-23.94-9.26,1.29-32.79,11.5-40.35,9.43-5.45-1.51-11.27-8.88-8.95-14.69Z\"><\/path><\/g><\/g><\/g><\/svg>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-91d1e7e elementor-widget elementor-widget-heading\" data-id=\"91d1e7e\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Continuity in context<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5432b57 elementor-widget elementor-widget-heading\" data-id=\"5432b57\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">The context is preserved fluidly, ensuring total informational continuity even months apart or between decoupled operational sessions.\n<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-213b573 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"213b573\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-d886c44\" data-id=\"d886c44\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-18fc12d elementor-widget__width-initial elementor-widget-mobile__width-initial elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"18fc12d\" data-element_type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" id=\"Livello_2\" data-name=\"Livello 2\" viewBox=\"0 0 222.79 173.35\"><defs><style>      .cls-1 {        fill: #3c61aa;      }      .cls-2 {        fill: #73b6e5;      }    <\/style><\/defs><g id=\"Livello_1-2\" data-name=\"Livello 1\"><g><path class=\"cls-1\" 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elementor-size-default\">Data traceability and compliance<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-18f9bab elementor-widget elementor-widget-heading\" data-id=\"18f9bab\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">The architecture ensures the traceability of stored information, allowing transparent management and full compliance with data privacy regulations.\n<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-d68b5f9\" data-id=\"d68b5f9\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-c781f2d elementor-widget__width-initial elementor-widget-mobile__width-initial elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"c781f2d\" data-element_type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" id=\"Livello_2\" data-name=\"Livello 2\" viewBox=\"0 0 247.58 247.69\"><defs><style>      .cls-1 {        fill: #3c61aa;      }      .cls-2 {        fill: #73b6e5;      }    <\/style><\/defs><g id=\"Livello_1-2\" data-name=\"Livello 1\"><g id=\"S5eq89.tif\"><g><path class=\"cls-1\" 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d=\"M67.59,165.47l77.82-77.84.66-1.31h-25.51c-1.48,0-4.96-2.89-5.89-4.15-5.34-7.23.31-16.62,8.93-16.8,15.31.93,31.97-1.19,47.12,0,6.8.54,10.91,4.24,11.53,11.14,1.35,15.15-1.01,32.19.03,47.54-.18,10.12-12.59,15.13-18.94,6.71-.48-.65-2-3.08-2-3.67v-25.51c-1.29,1.23-2.85,2.27-4.16,3.48-25.77,23.68-49.38,51-74.98,75.02-9.73,6.81-21.42-4.86-14.6-14.61Z\"><\/path><\/g><\/g><\/g><\/svg>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-aa003b2 elementor-widget elementor-widget-heading\" data-id=\"aa003b2\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Scalability across multiple processes\n<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8e4f2a4 elementor-widget elementor-widget-heading\" data-id=\"8e4f2a4\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">The scalability of persistent memory allows extending the informational context to new corporate workflows without having to redesign the initial structures.<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-2219723\" data-id=\"2219723\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-690059e elementor-widget__width-initial elementor-widget-mobile__width-initial elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"690059e\" data-element_type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" id=\"Livello_2\" data-name=\"Livello 2\" viewBox=\"0 0 520.53 520.52\"><defs><style>      .cls-1 {        fill: #4461a6;      }      .cls-2 {        fill: #82b5e2;      }    <\/style><\/defs><g id=\"Livello_1-2\" data-name=\"Livello 1\"><g id=\"aJDrzC.tif\"><g><path class=\"cls-1\" d=\"M486.94,222.16c-28.72,32.7-65.12,62-94.5,94.49-3.84,3.63-8.53,3.39-12.72.49-4.83-3.34-33.1-31.63-36.62-36.54-3.68-5.12-2.5-8.54,1.03-13.28,26.28-29.98,62.19-57.09,87.42-87.34,50.66-60.76-30.2-142.23-91.98-89.95-29.92,25.32-56.69,60.14-86.33,86.41-4.74,3.52-8.15,4.7-13.28,1.02-7.97-5.72-21.25-21.27-28.88-29.02-5.89-5.99-14.5-10.41-7.16-20.32C258.16,82.1,299.22,6.32,376.97.42c119.02-9.05,188.95,131.81,109.97,221.74Z\"><\/path><path class=\"cls-1\" d=\"M313.71,395.42c-31.1,28.3-59.18,62.63-90.44,90.42-98.03,87.14-249.08-2.41-219.5-130.09,14.33-61.86,82.42-102.39,121.38-148.9,1.31-1.14,3.18-2.05,4.88-2.3,3.77-.54,5.92.75,8.87,2.85,5.5,3.92,30.44,28.95,34.58,34.53,3.37,4.54,3.98,9.8,0,14.26-25.56,28.96-59.76,55.09-84.37,84.31-50.71,60.2,29.91,142.43,91.98,89.95,28.87-24.42,54.68-58.04,83.28-83.36,4.47-3.98,9.72-3.37,14.27,0,5.44,4.03,31.32,29.74,35.07,35.04,3.15,4.45,3.45,8.89,0,13.29Z\"><\/path><path class=\"cls-2\" d=\"M121.2,142.81c-16.07-19.21-42.14-37.45-56.94-56.86-7.19-9.42-4.41-23.42,7.82-25.64,5.42-.99,9.69.62,13.99,3.82,18.7,13.91,36.68,40.23,55.36,55.4,12.72,14.48-3.67,34.45-20.23,23.28Z\"><\/path><path class=\"cls-2\" d=\"M435.16,456.79c-9.18-6.42-48.7-46.39-55.93-55.85-8.12-10.63-4.46-25.85,9.88-26.65,3.72-.21,8.63,1.91,11.46,4.3,15.63,19.07,41.27,36.82,55.83,55.93,12.08,15.85-5.08,33.58-21.24,22.27Z\"><\/path><path class=\"cls-2\" d=\"M83.13,189c-22.82-2.53-50.53-14.8-73.78-18.67-13.32-6.31-11.08-26.2,2.78-28.74,2.68-.49,4.98-.3,7.64.03,22.95,2.81,50.35,14.56,73.61,18.85,15.73,7.19,11.07,30.89-10.25,28.53Z\"><\/path><path class=\"cls-2\" d=\"M350.24,511.23c-4.09-23.27-15.6-49.99-18.52-72.93-1.27-9.91,1.6-18.84,12.71-20.37,7.51-1.04,13.16,3.36,15.97,9.98,5.07,11.91,16.93,59.67,18.54,72.89,2.39,19.56-18.97,26.68-28.7,10.43Z\"><\/path><path class=\"cls-2\" d=\"M160.26,92.57c-4.04-23.13-15.76-50.13-18.54-72.9-1.13-9.19,2.71-18,12.71-19.36,6.4-.87,13.22,3.09,15.99,8.94,4.09,23.26,15.6,49.99,18.52,72.92,2.72,21.31-19.34,28.17-28.68,10.4Z\"><\/path><path class=\"cls-2\" d=\"M502.68,379.12c-21.94-7.99-54.91-9.76-75.4-19.11-13.18-6.02-11.31-25.55,1.42-28.43,2.83-.64,6.77-.33,9.69.05,22.95,2.94,49.64,14.41,72.92,18.52,15.92,8.43,9.17,30.74-8.63,28.97Z\"><\/path><\/g><\/g><\/g><\/svg>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0111d1c elementor-widget elementor-widget-heading\" data-id=\"0111d1c\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">No lock-in to a single vendor<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0e2fcd7 elementor-widget elementor-widget-heading\" data-id=\"0e2fcd7\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">The separation between the memory infrastructure and the LLM models guarantees maximum flexibility: the company maintains control over its data, ensuring no lock-in with single technology vendors.<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t<div class=\"elementor-element elementor-element-7479a7c e-flex e-con-boxed e-con e-parent\" data-id=\"7479a7c\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9473689 elementor-widget__width-inherit elementor-widget elementor-widget-heading\" data-id=\"9473689\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">RAG, persistent memory and fine-tuning: when to use them<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-9389710 e-con-full e-flex e-con e-child\" data-id=\"9389710\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-ce90f38 e-con-full e-flex e-con e-child\" data-id=\"ce90f38\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-dc553ae e-con-full e-flex e-con e-child\" data-id=\"dc553ae\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-109cc83 e-con-full e-flex e-con e-child\" data-id=\"109cc83\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4286f58 elementor-widget elementor-widget-heading\" data-id=\"4286f58\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Aspect<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-513c730 e-con-full e-flex e-con e-child\" data-id=\"513c730\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-cc49e2c elementor-widget elementor-widget-heading\" data-id=\"cc49e2c\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">RAG (Semantic Search)<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-1afa7ce e-con-full e-flex e-con e-child\" data-id=\"1afa7ce\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c75e3fd elementor-widget elementor-widget-heading\" data-id=\"c75e3fd\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Persistent Memory<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2000b58 e-con-full e-flex e-con e-child\" data-id=\"2000b58\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-60e2572 elementor-widget elementor-widget-heading\" data-id=\"60e2572\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Fine-Tuning<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-a065de8 e-con-full e-flex e-con e-child\" data-id=\"a065de8\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-619cc59 e-con-full e-flex e-con e-child\" data-id=\"619cc59\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-f6dd053 e-con-full e-flex e-con e-child\" data-id=\"f6dd053\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a5d4770 elementor-widget elementor-widget-heading\" data-id=\"a5d4770\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">What it learns<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-702f859 e-con-full e-flex e-con e-child\" data-id=\"702f859\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-43ed0dc elementor-widget elementor-widget-heading\" data-id=\"43ed0dc\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Document content<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-eea2f64 e-con-full e-flex e-con e-child\" data-id=\"eea2f64\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ce593ee elementor-widget elementor-widget-heading\" data-id=\"ce593ee\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Events, decisions, process status<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2a53491 e-con-full e-flex e-con e-child\" data-id=\"2a53491\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c1999ec elementor-widget-mobile__width-initial elementor-widget elementor-widget-heading\" data-id=\"c1999ec\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">General linguistic patterns<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-e35bcc6 e-con-full e-flex e-con e-child\" data-id=\"e35bcc6\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-5051e18 e-con-full e-flex e-con e-child\" data-id=\"5051e18\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-868ed20 elementor-widget elementor-widget-heading\" data-id=\"868ed20\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Context duration<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-b9e081f e-con-full e-flex e-con e-child\" data-id=\"b9e081f\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1f55562 elementor-widget elementor-widget-heading\" data-id=\"1f55562\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Session \/ query<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-4ee3d86 e-con-full e-flex e-con e-child\" data-id=\"4ee3d86\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1e0db8a elementor-widget elementor-widget-heading\" data-id=\"1e0db8a\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Long term (months\/years)<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-96b1236 e-con-full e-flex e-con e-child\" data-id=\"96b1236\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4d87266 elementor-widget-mobile__width-initial elementor-widget elementor-widget-heading\" data-id=\"4d87266\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Permanent (until the next training)<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-383fa81 e-con-full e-flex e-con e-child\" data-id=\"383fa81\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-c1d7214 e-con-full e-flex e-con e-child\" data-id=\"c1d7214\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0d6f10d elementor-widget elementor-widget-heading\" data-id=\"0d6f10d\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Update cost<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-b015eea e-con-full e-flex e-con e-child\" data-id=\"b015eea\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-57d271d elementor-widget elementor-widget-heading\" data-id=\"57d271d\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Low (add document)<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-4edf2d1 e-con-full e-flex e-con e-child\" data-id=\"4edf2d1\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5c1b482 elementor-widget elementor-widget-heading\" data-id=\"5c1b482\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Medium (memory maintenance)<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-bf4b6dd e-con-full e-flex e-con e-child\" data-id=\"bf4b6dd\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a57ffef elementor-widget-mobile__width-initial elementor-widget elementor-widget-heading\" data-id=\"a57ffef\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">High (model retraining)<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-54b86a3 e-con-full e-flex e-con e-child\" data-id=\"54b86a3\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-3601661 e-con-full e-flex e-con e-child\" data-id=\"3601661\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-38f656d elementor-widget elementor-widget-heading\" data-id=\"38f656d\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">When to use it<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-5535175 e-con-full e-flex e-con e-child\" data-id=\"5535175\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8ac9030 elementor-widget elementor-widget-heading\" data-id=\"8ac9030\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Questions about manuals, policies, regulations<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-eab7a37 e-con-full e-flex e-con e-child\" data-id=\"eab7a37\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e0faa98 elementor-widget elementor-widget-heading\" data-id=\"e0faa98\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Operational processes, customer journey<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-b1be382 e-con-full e-flex e-con e-child\" data-id=\"b1be382\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1432b9c elementor-widget-mobile__width-initial elementor-widget elementor-widget-heading\" data-id=\"1432b9c\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Fixed and highly specific corporate style<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-36e7f9f e-con-full e-flex e-con e-child\" data-id=\"36e7f9f\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-38be16a e-con-full e-flex e-con e-child\" data-id=\"38be16a\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ff0518e elementor-widget elementor-widget-heading\" data-id=\"ff0518e\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Main limitation<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-20209d1 e-con-full e-flex e-con e-child\" data-id=\"20209d1\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-85b14f4 elementor-widget elementor-widget-heading\" data-id=\"85b14f4\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Doesn't remember \"what happened\"<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-1c25420 e-con-full e-flex e-con e-child\" data-id=\"1c25420\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-51c8fcc elementor-widget elementor-widget-heading\" data-id=\"51c8fcc\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Doesn't modify the language model<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-22f89d3 e-con-full e-flex e-con e-child\" data-id=\"22f89d3\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-727b672 elementor-widget-mobile__width-initial elementor-widget elementor-widget-heading\" data-id=\"727b672\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Expensive and difficult to update<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-51662d0 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"51662d0\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-445d52a\" data-id=\"445d52a\" data-element_type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-4aa9577 elementor-widget__width-auto elementor-widget elementor-widget-heading\" data-id=\"4aa9577\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\">Real limits<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ea1fd73 elementor-widget elementor-widget-spacer\" data-id=\"ea1fd73\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f0f5b83 elementor-widget-mobile__width-initial elementor-widget elementor-widget-heading\" data-id=\"f0f5b83\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Limits and honest considerations\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d78a2cc elementor-widget elementor-widget-text-editor\" data-id=\"d78a2cc\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Like any technology, persistent memory also has constraints that are worth stating:<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6f8e8f7 e-grid e-con-boxed e-con e-parent\" data-id=\"6f8e8f7\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-6449458 e-con-full e-flex e-con e-child\" data-id=\"6449458\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e8058f0 elementor-widget elementor-widget-heading\" data-id=\"e8058f0\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Memory ages:<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9dc3bf4 elementor-widget elementor-widget-heading\" data-id=\"9dc3bf4\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">decisions made 18 months ago might no longer be valid. An \"expiration\" or periodic review policy for the context is needed. \n<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-06ab872 e-con-full e-flex e-con e-child\" data-id=\"06ab872\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c01939d elementor-widget elementor-widget-heading\" data-id=\"c01939d\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">The context can be wrong:<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2756aaa elementor-widget elementor-widget-heading\" data-id=\"2756aaa\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">if a human operator corrects wrong data, the agent must be able to \"forget\" or rewrite the previous memory. We provide explicit mechanisms for correction and override. \n<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-34b7f05 e-con-full e-flex e-con e-child\" data-id=\"34b7f05\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d428e4e elementor-widget elementor-widget-heading\" data-id=\"d428e4e\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">It is not an eternal recorder:<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7d3daaf elementor-widget elementor-widget-heading\" data-id=\"7d3daaf\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">keeping everything forever increases costs and noise. Memory design also includes what not to keep. <\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b5d1b1d elementor-widget elementor-widget-text-editor\" data-id=\"b5d1b1d\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Recognizing these limits does not weaken the proposal: it increases credibility with technical buyers who encounter them every day.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-21e0ee5 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"21e0ee5\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-c37a25f\" data-id=\"c37a25f\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-5197823 elementor-widget__width-inherit elementor-widget elementor-widget-heading\" data-id=\"5197823\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">The Words of Those Who Chose Our Services<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-1d47c9b elementor-section-height-min-height elementor-section-items-stretch elementor-section-boxed elementor-section-height-default\" data-id=\"1d47c9b\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-c54fd6b\" data-id=\"c54fd6b\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-72657c2 elementor-widget elementor-widget-spacer\" data-id=\"72657c2\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ecd84e5 elementor-widget__width-auto elementor-widget elementor-widget-heading\" data-id=\"ecd84e5\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span class=\"elementor-heading-title elementor-size-default\">5.0<\/span>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-52fc633 elementor-icon-list--layout-inline elementor-widget__width-auto elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"52fc633\" data-element_type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items elementor-inline-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-inline-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"vamtamtheme- vamtam-theme-star\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\"><\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-inline-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"vamtamtheme- vamtam-theme-star\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\"><\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-inline-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"vamtamtheme- vamtam-theme-star\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\"><\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-inline-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"vamtamtheme- vamtam-theme-star\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\"><\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9adff3b elementor-widget elementor-widget-text-editor\" data-id=\"9adff3b\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Blusail developed our corporate management system in just 3 months. We reduced operational times by 60% and improved the productivity of the entire team. <\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ec8f498 elementor-widget elementor-widget-text-editor\" data-id=\"ec8f498\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Andrea Rossini<\/p><p>CEO<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-7092461\" data-id=\"7092461\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-a02c78f elementor-widget elementor-widget-spacer\" data-id=\"a02c78f\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-753dd4c elementor-widget__width-auto elementor-widget elementor-widget-heading\" data-id=\"753dd4c\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span class=\"elementor-heading-title elementor-size-default\">5.0<\/span>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-547a379 elementor-icon-list--layout-inline elementor-widget__width-auto elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"547a379\" data-element_type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items elementor-inline-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-inline-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"vamtamtheme- vamtam-theme-star\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\"><\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-inline-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"vamtamtheme- vamtam-theme-star\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\"><\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-inline-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"vamtamtheme- vamtam-theme-star\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\"><\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-inline-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"vamtamtheme- vamtam-theme-star\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\"><\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8219136 elementor-widget elementor-widget-text-editor\" data-id=\"8219136\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>The mobile app they built revolutionized the way our technicians work in the field. Real-time data and zero communication errors. <\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f117efc elementor-widget elementor-widget-spacer\" data-id=\"f117efc\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c0e1a5e elementor-widget elementor-widget-text-editor\" data-id=\"c0e1a5e\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Chiara Sartori<\/p><p>Operations Manager<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-333685c\" data-id=\"333685c\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-dc8f4e3 elementor-widget elementor-widget-spacer\" data-id=\"dc8f4e3\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d6af1ae elementor-widget__width-auto elementor-widget elementor-widget-heading\" data-id=\"d6af1ae\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span class=\"elementor-heading-title elementor-size-default\">5.0<\/span>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-df3cae5 elementor-icon-list--layout-inline elementor-widget__width-auto elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"df3cae5\" data-element_type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items elementor-inline-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-inline-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"vamtamtheme- vamtam-theme-star\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\"><\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-inline-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"vamtamtheme- vamtam-theme-star\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\"><\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-inline-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"vamtamtheme- vamtam-theme-star\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\"><\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-inline-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"vamtamtheme- vamtam-theme-star\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\"><\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-92306bf elementor-widget elementor-widget-text-editor\" data-id=\"92306bf\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Tailor-made software that integrates perfectly with our existing systems. Professionalism and technical competence at the highest levels. <\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c4594cb elementor-widget elementor-widget-text-editor\" data-id=\"c4594cb\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Lorenzo Costa<\/p><p>CTO<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t<div class=\"elementor-element elementor-element-2353b24 e-flex e-con-boxed e-con e-parent\" data-id=\"2353b24\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9a2a25b elementor-widget elementor-widget-heading\" data-id=\"9a2a25b\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Frequently asked questions about persistent memory for AI agents<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-be15c85 elementor-widget elementor-widget-n-accordion\" data-id=\"be15c85\" data-element_type=\"widget\" data-settings=\"{&quot;default_state&quot;:&quot;expanded&quot;,&quot;max_items_expended&quot;:&quot;one&quot;,&quot;n_accordion_animation_duration&quot;:{&quot;unit&quot;:&quot;ms&quot;,&quot;size&quot;:400,&quot;sizes&quot;:[]}}\" data-widget_type=\"nested-accordion.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"e-n-accordion\" aria-label=\"Accordion. Open links with Enter or Space, close with Escape, and navigate with Arrow Keys\">\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-1990\" class=\"e-n-accordion-item\" open>\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"1\" tabindex=\"0\" aria-expanded=\"true\" aria-controls=\"e-n-accordion-item-1990\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> How much does it cost to implement persistent memory? <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><i aria-hidden=\"true\" class=\"fas fa-minus\"><\/i><\/span>\n\t\t\t<span class='e-closed'><i aria-hidden=\"true\" class=\"fas fa-plus\"><\/i><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-1990\" class=\"elementor-element elementor-element-6fcd6fb e-con-full e-flex e-con e-child\" data-id=\"6fcd6fb\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e664fdc elementor-widget elementor-widget-text-editor\" data-id=\"e664fdc\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"framer-z4z8pu-container\" data-framer-name=\"Accordion\"><div class=\"framer-EpFbO framer-GZNCv framer-A499i framer-1a78890 framer-v-1n8bab1 hover\" tabindex=\"0\" data-border=\"true\" data-highlight=\"true\"><div class=\"framer-118eqyd\" data-framer-name=\"Header\"><div class=\"framer-ubklw\" data-framer-name=\"Question\" data-framer-component-type=\"RichTextContainer\"><p><span style=\"font-weight: 400;\">The cost varies based on the complexity of the processes to be tracked and the volume of data to be managed. We design modular architectures starting from a Proof of Concept (PoC) to validate the investment, avoiding waste of infrastructural resources and ensuring a clear ROI calculation. <\/span><\/p><\/div><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-1991\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"2\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-1991\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> What is the difference between document search and persistent memory? <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><i aria-hidden=\"true\" class=\"fas fa-minus\"><\/i><\/span>\n\t\t\t<span class='e-closed'><i aria-hidden=\"true\" class=\"fas fa-plus\"><\/i><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-1991\" class=\"elementor-element elementor-element-4ba50a2 e-con-full e-flex e-con e-child\" data-id=\"4ba50a2\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2d0fdf0 elementor-widget elementor-widget-text-editor\" data-id=\"2d0fdf0\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"framer-z4z8pu-container\" data-framer-name=\"Accordion\"><div class=\"framer-EpFbO framer-GZNCv framer-A499i framer-1a78890 framer-v-1n8bab1 hover\" tabindex=\"0\" data-border=\"true\" data-highlight=\"true\"><div class=\"framer-118eqyd\" data-framer-name=\"Header\"><div class=\"framer-ubklw\" data-framer-name=\"Question\" data-framer-component-type=\"RichTextContainer\"><p><span style=\"font-weight: 400;\">Document search (RAG) allows AI to consult static texts to find answers to specific questions (&#8220;what the document says&#8221;). Persistent memory, on the other hand, dynamically records events, decisions, user preferences, and the status of processes over time, allowing the agent to evolve its behavior with each new interaction (&#8220;what has happened so far and what we have decided&#8221;). <\/span><\/p><\/div><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-1992\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"3\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-1992\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> Do the data remain within the European infrastructure? <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><i aria-hidden=\"true\" class=\"fas fa-minus\"><\/i><\/span>\n\t\t\t<span class='e-closed'><i aria-hidden=\"true\" class=\"fas fa-plus\"><\/i><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-1992\" class=\"elementor-element elementor-element-6e53040 e-con-full e-flex e-con e-child\" data-id=\"6e53040\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2a8cf6d elementor-widget elementor-widget-text-editor\" data-id=\"2a8cf6d\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"framer-z4z8pu-container\" data-framer-name=\"Accordion\"><div class=\"framer-EpFbO framer-GZNCv framer-A499i framer-1a78890 framer-v-1n8bab1 hover\" tabindex=\"0\" data-border=\"true\" data-highlight=\"true\"><div class=\"framer-118eqyd\" data-framer-name=\"Header\"><div class=\"framer-ubklw\" data-framer-name=\"Question\" data-framer-component-type=\"RichTextContainer\"><p><span style=\"font-weight: 400;\">The memory archive resides on cloud or on-premise infrastructures located in the European Union. For the inference level, we evaluate with the customer European models, deployment in EU regions, or self-hosted open-weight models, based on performance and confidentiality needs. <\/span><\/p><\/div><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-1993\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"4\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-1993\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> Can I change database providers without having to rewrite the agents? <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><i aria-hidden=\"true\" class=\"fas fa-minus\"><\/i><\/span>\n\t\t\t<span class='e-closed'><i aria-hidden=\"true\" class=\"fas fa-plus\"><\/i><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-1993\" class=\"elementor-element elementor-element-4f9ec19 e-con-full e-flex e-con e-child\" data-id=\"4f9ec19\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2deb3db elementor-widget elementor-widget-text-editor\" data-id=\"2deb3db\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"framer-z4z8pu-container\" data-framer-name=\"Accordion\"><div class=\"framer-EpFbO framer-GZNCv framer-A499i framer-1a78890 framer-v-1n8bab1 hover\" tabindex=\"0\" data-border=\"true\" data-highlight=\"true\"><div class=\"framer-118eqyd\" data-framer-name=\"Header\"><div class=\"framer-ubklw\" data-framer-name=\"Question\" data-framer-component-type=\"RichTextContainer\"><p><span style=\"font-weight: 400;\">Certainly. We design the architecture by decoupling the memory storage layer from the operational logic of the agents. This allows you to migrate the database or replace the underlying language model without losing the accumulated informational background.  <\/span><\/p><\/div><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-1994\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"5\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-1994\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> How is the request for data deletion handled? <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><i aria-hidden=\"true\" class=\"fas fa-minus\"><\/i><\/span>\n\t\t\t<span class='e-closed'><i aria-hidden=\"true\" class=\"fas fa-plus\"><\/i><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-1994\" class=\"elementor-element elementor-element-d85056a e-con-full e-flex e-con e-child\" data-id=\"d85056a\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d054d6d elementor-widget elementor-widget-text-editor\" data-id=\"d054d6d\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"framer-z4z8pu-container\" data-framer-name=\"Accordion\"><div class=\"framer-EpFbO framer-GZNCv framer-A499i framer-1a78890 framer-v-1n8bab1 hover\" tabindex=\"0\" data-border=\"true\" data-highlight=\"true\"><div class=\"framer-118eqyd\" data-framer-name=\"Header\"><div class=\"framer-ubklw\" data-framer-name=\"Question\" data-framer-component-type=\"RichTextContainer\"><p><span style=\"font-weight: 400;\">We implement stringent governance and data retention policies. It is possible to program the automatic removal of obsolete data or execute specific procedures for deleting the context related to a single user or customer, keeping the infrastructure fully compliant with privacy regulations. <\/span><\/p><\/div><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-1995\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"6\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-1995\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> How long does it take to have the first working project in production? <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><i aria-hidden=\"true\" class=\"fas fa-minus\"><\/i><\/span>\n\t\t\t<span class='e-closed'><i aria-hidden=\"true\" class=\"fas fa-plus\"><\/i><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-1995\" class=\"elementor-element elementor-element-57b059a e-con-full e-flex e-con e-child\" data-id=\"57b059a\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-71fde48 elementor-widget elementor-widget-text-editor\" data-id=\"71fde48\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"framer-z4z8pu-container\" data-framer-name=\"Accordion\"><div class=\"framer-EpFbO framer-GZNCv framer-A499i framer-1a78890 framer-v-1n8bab1 hover\" tabindex=\"0\" data-border=\"true\" data-highlight=\"true\"><div class=\"framer-118eqyd\" data-framer-name=\"Header\"><div class=\"framer-ubklw\" data-framer-name=\"Question\" data-framer-component-type=\"RichTextContainer\"><p><span style=\"font-weight: 400;\">Average times for the development and release of a first operationally valid Proof of Concept (PoC) vary between 4 and 8 weeks, depending on the complexity of integrations with existing management systems.<\/span><\/p><\/div><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-1996\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"7\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-1996\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> Is an internal technical team needed to manage it? <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><i aria-hidden=\"true\" class=\"fas fa-minus\"><\/i><\/span>\n\t\t\t<span class='e-closed'><i aria-hidden=\"true\" class=\"fas fa-plus\"><\/i><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-1996\" class=\"elementor-element elementor-element-4e231fa e-con-full e-flex e-con e-child\" data-id=\"4e231fa\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1411cb3 elementor-widget elementor-widget-text-editor\" data-id=\"1411cb3\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"framer-z4z8pu-container\" data-framer-name=\"Accordion\"><div class=\"framer-EpFbO framer-GZNCv framer-A499i framer-1a78890 framer-v-1n8bab1 hover\" tabindex=\"0\" data-border=\"true\" data-highlight=\"true\"><div class=\"framer-118eqyd\" data-framer-name=\"Header\"><div class=\"framer-ubklw\" data-framer-name=\"Question\" data-framer-component-type=\"RichTextContainer\"><p><span style=\"font-weight: 400;\">No, it is not strictly necessary. Blusail takes care of the entire lifecycle of the infrastructure: from design to integration, up to continuous monitoring and optimization. We provide intuitive control dashboards for operational management by business staff.  <\/span><\/p><\/div><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-1997\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"8\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-1997\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> Does it also work with outdated management systems? <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><i aria-hidden=\"true\" class=\"fas fa-minus\"><\/i><\/span>\n\t\t\t<span class='e-closed'><i aria-hidden=\"true\" class=\"fas fa-plus\"><\/i><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-1997\" class=\"elementor-element elementor-element-844cb24 e-con-full e-flex e-con e-child\" data-id=\"844cb24\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9edafea elementor-widget elementor-widget-text-editor\" data-id=\"9edafea\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"framer-z4z8pu-container\" data-framer-name=\"Accordion\"><div class=\"framer-EpFbO framer-GZNCv framer-A499i framer-1a78890 framer-v-1n8bab1 hover\" tabindex=\"0\" data-border=\"true\" data-highlight=\"true\"><div class=\"framer-118eqyd\" data-framer-name=\"Header\"><div class=\"framer-ubklw\" data-framer-name=\"Question\" data-framer-component-type=\"RichTextContainer\"><p><span style=\"font-weight: 400;\">Yes. Through the creation of middleware integration layers and dedicated APIs, we are able to interface the persistent memory of agents even with legacy systems and outdated ERPs, without requiring the immediate replacement of the existing infrastructure. <\/span><\/p><\/div><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3cd730e e-flex e-con-boxed e-con e-parent\" data-id=\"3cd730e\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9aaabd3 elementor-widget__width-inherit elementor-widget elementor-widget-heading\" data-id=\"9aaabd3\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Discover our other AI services too<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-23587b1 elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"23587b1\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><b>Persistent memory<\/b> <span style=\"font-weight: 400;\">is a fundamental module of our overall <span style=\"font-weight: 400;\"><a href=\"https:\/\/www.blusailtechnologies.com\/en\/enterprise-ai-integration\/\"><span style=\"font-weight: 400;\">Corporate AI Integration<\/span> <\/a>offering.<\/span><\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-5732703 e-grid e-con-full e-con e-child\" data-id=\"5732703\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-9ac480e e-con-full e-flex e-con e-child\" data-id=\"9ac480e\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-00d6b77 elementor-cta--skin-classic elementor-animated-content elementor-bg-transform elementor-bg-transform-zoom-in elementor-widget elementor-widget-call-to-action\" data-id=\"00d6b77\" data-element_type=\"widget\" data-widget_type=\"call-to-action.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-cta\">\n\t\t\t\t\t\t\t<div class=\"elementor-cta__content\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-content-item elementor-cta__content-item elementor-icon-wrapper elementor-cta__icon elementor-view-default\">\n\t\t\t\t\t\t<div class=\"elementor-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" id=\"Livello_2\" data-name=\"Livello 2\" viewBox=\"0 0 150.47 151.74\"><defs><style>      .cls-1 {        fill: #3c61aa;      }      .cls-2 {        fill: #73b6e5;      }    <\/style><\/defs><g 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elementor-element elementor-element-dc95f38 elementor-widget__width-auto elementor-widget-mobile__width-initial elementor-widget-tablet__width-auto elementor-mobile-align-center elementor-align-left vamtam-has-underline-anim elementor-invisible elementor-widget elementor-widget-button\" data-id=\"dc95f38\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeIn&quot;,&quot;_animation_tablet&quot;:&quot;none&quot;,&quot;_animation_delay&quot;:400}\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/www.blusailtechnologies.com\/en\/ai-agents-for-business\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-arrow-right\"><\/i>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Discover<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-becb765 e-con-full e-flex e-con e-child\" data-id=\"becb765\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ca1248f elementor-cta--skin-classic elementor-animated-content elementor-bg-transform elementor-bg-transform-zoom-in elementor-widget elementor-widget-call-to-action\" data-id=\"ca1248f\" data-element_type=\"widget\" data-widget_type=\"call-to-action.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-cta\">\n\t\t\t\t\t\t\t<div class=\"elementor-cta__content\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-content-item elementor-cta__content-item elementor-icon-wrapper elementor-cta__icon elementor-view-default\">\n\t\t\t\t\t\t<div class=\"elementor-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" id=\"Livello_2\" data-name=\"Livello 2\" viewBox=\"0 0 191.76 191.82\"><defs><style>      .cls-1 {        fill: #3c61aa;      }      .cls-2 {        fill: #73b6e5;      }    <\/style><\/defs><g id=\"Livello_1-2\" data-name=\"Livello 1\"><g><path class=\"cls-1\" 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class=\"cls-1\" d=\"M34.47,34.94c-23.96,24.2-18.97,64.89,10.01,82.6,40.89,24.97,91.12-12.65,79.1-58.87C113.32,19.22,63.18,5.95,34.47,34.94ZM107.23,100.92c-9.32,11.56-23.85,17.66-38.87,16.32-15.17-1.34-28.52-9.97-35.72-23.09-7.44-13.54-7.47-29.77-.08-43.41,7.38-13.59,20.92-22.39,36.23-23.53,1.24-.09,2.43-.14,3.56-.14,16.94,0,31.8,9.03,39.75,24.17,8.57,16.29,6.7,35.33-4.87,49.68Z\"><\/path><path class=\"cls-2\" d=\"M70.22,57.01c-.5-1.31-.91-2.35-1.23-3.13-.32-.78-.72-1.51-1.19-2.19s-1.08-1.24-1.85-1.67c-.76-.43-1.71-.65-2.85-.65s-2.06.22-2.83.65c-.76.43-1.38,1-1.85,1.7-.47.7-.91,1.58-1.32,2.63s-.77,1.96-1.06,2.72l-10.34,26.25c-.42,1.05-.73,1.87-.91,2.45-.18.59-.28,1.16-.28,1.71,0,.96.4,1.81,1.19,2.56s1.7,1.13,2.73,1.13c1.21,0,2.09-.35,2.62-1.06s1.18-2.07,1.93-4.09l1.93-5.18h16.43l1.93,5.07c.26.62.57,1.35.92,2.16s.69,1.42,1.01,1.82.7.71,1.16.94c.46.23,1.01.34,1.65.34,1.1,0,2.04-.39,2.83-1.17.78-.78,1.17-1.64,1.17-2.58s-.41-2.34-1.24-4.33l-10.56-26.08ZM57.07,74.68l5.98-16.68,6.09,16.68h-12.08Z\"><\/path><path class=\"cls-2\" d=\"M92.42,49.37c-1.19,0-2.17.41-2.92,1.24-.75.83-1.13,2.07-1.13,3.72v31.85c0,1.65.38,2.9,1.14,3.74.76.84,1.73,1.25,2.91,1.25s2.23-.41,2.99-1.24c.76-.83,1.14-2.08,1.14-3.75v-31.85c0-1.67-.38-2.92-1.14-3.74-.76-.82-1.76-1.23-2.99-1.23Z\"><\/path><\/g><\/g><\/svg>\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<h2 class=\"elementor-cta__title elementor-cta__content-item elementor-content-item\">\n\t\t\t\t\t\tRAG - Semantic Search\t\t\t\t\t<\/h2>\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"vamtam-has-theme-widget-styles elementor-element elementor-element-d4317a9 elementor-widget__width-auto elementor-widget-mobile__width-initial elementor-widget-tablet__width-auto elementor-mobile-align-center elementor-align-left vamtam-has-underline-anim elementor-invisible elementor-widget elementor-widget-button\" data-id=\"d4317a9\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeIn&quot;,&quot;_animation_tablet&quot;:&quot;none&quot;,&quot;_animation_delay&quot;:400}\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/www.blusailtechnologies.com\/en\/enterprise-ai-integration\/rag-ai-semantic-search\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-arrow-right\"><\/i>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Discover<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-914e370 e-con-full e-flex e-con e-child\" data-id=\"914e370\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-46cdd3a elementor-cta--skin-classic elementor-animated-content elementor-bg-transform elementor-bg-transform-zoom-in elementor-widget elementor-widget-call-to-action\" data-id=\"46cdd3a\" data-element_type=\"widget\" data-widget_type=\"call-to-action.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-cta\">\n\t\t\t\t\t\t\t<div class=\"elementor-cta__content\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-content-item elementor-cta__content-item elementor-icon-wrapper elementor-cta__icon elementor-view-default\">\n\t\t\t\t\t\t<div class=\"elementor-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" id=\"Livello_2\" data-name=\"Livello 2\" viewBox=\"0 0 248.62 248.47\"><defs><style>      .cls-1 {        fill: #3c61aa;      }      .cls-2 {        fill: #73b6e5;      }    <\/style><\/defs><g id=\"Livello_1-2\" data-name=\"Livello 1\"><g id=\"fSUMqb.tif\"><g><path class=\"cls-1\" 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class=\"cls-1\" d=\"M117.22,63.94c-39.42,3.67-63.93,46.82-49.08,83.21,18.96,46.46,84.16,50.84,108.86,7.01,24.65-43.73-10.23-94.83-59.78-90.22ZM158,164.62c-28.3,23.83-72.42,10.82-83.76-24.06-10.06-30.92,11.32-65.59,43.98-68.63,52.36-4.88,79.55,59.21,39.78,92.69Z\"><\/path><path class=\"cls-2\" d=\"M180.28,66.54c-.02,5.8-6.46,4.01-10.3,4.22-2.8.16-10.46,2.01-11.61-1.83-1.35-4.51,2.5-6.24,6.39-5.64-5.19-4.34-12.65-7.55-19.22-9.49-58.31-17.19-111.28,39.04-90.15,96.12.98,2.64,5.92,11.58,6,13,.22,3.75-4.43,5.72-7.26,2.74-1.29-1.37-4.09-7.49-4.95-9.53C20.42,88.23,89.46,20.59,156.61,49.23l12.64,6.57c-3.24-5.18,3.95-9.9,6.77-4.52.95,1.81,4.26,13.38,4.26,15.26Z\"><\/path><path class=\"cls-2\" d=\"M92.37,199.31l-13-6.71c3.24,5.18-3.94,9.89-6.77,4.51-.95-1.8-4.26-13.37-4.26-15.26.02-5.79,6.46-4,10.3-4.21,2.81-.16,10.46-2.01,11.61,1.82,1.41,4.73-2.57,5.92-6.38,5.89,20.12,14.06,47.29,15.99,69.74,6.33,35.75-15.39,53.19-56.55,39.62-93.2-.98-2.64-5.91-11.58-6-13.01-.22-3.74,4.43-5.72,7.26-2.73,1.72,1.81,5.08,9.71,6.09,12.38,25.49,67.03-42.08,132.03-108.21,104.19Z\"><\/path><path class=\"cls-2\" d=\"M132.42,147.08l-16.15-49.66c-.33-.29-.72-.41-1.15-.48-1.14-.17-7.01-.18-7.94.13-.44.14-.66.33-.89.73-.68,1.16-1.57,4.78-2.09,6.33-4.64,13.84-8.65,27.91-13.39,41.72-1.48,3.89,3.23,3.61,5.87,3.27,2.63-.34,2.91-7.04,4.23-9.11l21.17.05c.58,1.54,2.1,8.31,3.27,8.88.99.48,7.74.79,7.07-1.87ZM103.3,132.25l8.43-24.64,7.79,24.64h-16.22Z\"><\/path><path class=\"cls-2\" d=\"M151.95,147.34c0,.82-.68,1.61-1.48,1.76-1.48.27-6.04.5-6.31-1.46l-.03-48.95c-.03-.68.6-1.52,1.22-1.7,1.25-.36,6.41-.58,6.57,1.4l.03,48.95Z\"><\/path><\/g><\/g><\/g><\/svg>\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<h2 class=\"elementor-cta__title elementor-cta__content-item elementor-content-item\">\n\t\t\t\t\t\tEnterprise AI Integration\t\t\t\t\t<\/h2>\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"vamtam-has-theme-widget-styles elementor-element elementor-element-214ef3e elementor-widget__width-auto elementor-widget-mobile__width-initial elementor-widget-tablet__width-auto elementor-mobile-align-center elementor-align-left vamtam-has-underline-anim elementor-invisible elementor-widget elementor-widget-button\" data-id=\"214ef3e\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeIn&quot;,&quot;_animation_tablet&quot;:&quot;none&quot;,&quot;_animation_delay&quot;:400}\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/www.blusailtechnologies.com\/en\/enterprise-ai-integration\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-arrow-right\"><\/i>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Discover<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-990b4e5 e-con-full e-flex e-con e-parent\" data-id=\"990b4e5\" data-element_type=\"container\" id=\"blocco-form\">\n\t\t<div class=\"elementor-element elementor-element-80c23f4 e-con-full e-flex e-con e-child\" data-id=\"80c23f4\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-bc616c8 e-con-full e-flex e-con e-child\" data-id=\"bc616c8\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-a481ca8 e-con-full e-flex e-con e-child\" data-id=\"a481ca8\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-dcbf7ff elementor-widget__width-auto elementor-widget-mobile__width-initial elementor-widget elementor-widget-heading\" data-id=\"dcbf7ff\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\">Contact Us<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2d3beb6 elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"2d3beb6\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Do you want to know how persistent memory can generate value in your company?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-f4487cb e-con-full elementor-hidden-tablet elementor-hidden-mobile e-flex e-con e-child\" data-id=\"f4487cb\" data-element_type=\"container\">\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-732cfe1 e-con-full e-flex e-con e-child\" data-id=\"732cfe1\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;gradient&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-e0a39e1 e-con-full e-flex e-con e-child\" data-id=\"e0a39e1\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-29c49d8 elementor-widget elementor-widget-text-editor\" data-id=\"29c49d8\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\"><span style=\"font-weight: 400;\">We analyze your software infrastructure and workflows to identify which data is strategic to keep. Together, we define an architecture of  <\/span>persistent memory capable of making your digital agents tangibly more efficient.<\/h5>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-c8c6086 e-con-full e-flex e-con e-child\" data-id=\"c8c6086\" data-element_type=\"container\" id=\"form\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4f0f786 elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"4f0f786\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\">Request a free assessment<\/h5>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-56db08d elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"56db08d\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ad92b1c elementor-widget elementor-widget-shortcode\" data-id=\"ad92b1c\" data-element_type=\"widget\" data-widget_type=\"shortcode.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-shortcode\">\n<div class=\"wpcf7 no-js\" id=\"wpcf7-f9547-o1\" lang=\"en-US\" dir=\"ltr\" data-wpcf7-id=\"9547\">\n<div class=\"screen-reader-response\"><p role=\"status\" aria-live=\"polite\" aria-atomic=\"true\"><\/p> <ul><\/ul><\/div>\n<form action=\"\/en\/wp-json\/wp\/v2\/pages\/988826#wpcf7-f9547-o1\" method=\"post\" class=\"wpcf7-form init\" aria-label=\"Contact form\" novalidate=\"novalidate\" data-status=\"init\">\n<fieldset class=\"hidden-fields-container\"><input type=\"hidden\" name=\"_wpcf7\" value=\"9547\" \/><input type=\"hidden\" name=\"_wpcf7_version\" value=\"6.1.1\" \/><input type=\"hidden\" name=\"_wpcf7_locale\" value=\"en_US\" \/><input type=\"hidden\" name=\"_wpcf7_unit_tag\" value=\"wpcf7-f9547-o1\" \/><input type=\"hidden\" name=\"_wpcf7_container_post\" value=\"0\" \/><input type=\"hidden\" name=\"_wpcf7_posted_data_hash\" value=\"\" \/><input type=\"hidden\" name=\"_wpcf7_recaptcha_response\" value=\"\" \/>\n<\/fieldset>\n<div class=\"custom-contact-form\">\n\t<p><span class=\"wpcf7-form-control-wrap\" data-name=\"your-name\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-text wpcf7-validates-as-required\" aria-required=\"true\" aria-invalid=\"false\" placeholder=\"First and Last Name\" value=\"\" type=\"text\" name=\"your-name\" \/><\/span><br \/>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"your-email\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-email wpcf7-validates-as-required wpcf7-text wpcf7-validates-as-email\" aria-required=\"true\" aria-invalid=\"false\" placeholder=\"Email\" value=\"\" type=\"email\" name=\"your-email\" \/><\/span><br \/>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"your-phone\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-tel wpcf7-text wpcf7-validates-as-tel\" aria-invalid=\"false\" placeholder=\"Phone\" value=\"\" type=\"tel\" name=\"your-phone\" \/><\/span><br \/>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"your-message\"><textarea cols=\"40\" rows=\"10\" maxlength=\"2000\" class=\"wpcf7-form-control wpcf7-textarea\" aria-invalid=\"false\" placeholder=\"Message\" name=\"your-message\"><\/textarea><\/span>\n\t<\/p>\n\t<p><span class=\"wpcf7-form-control-wrap\" data-name=\"acceptance-485\"><span class=\"wpcf7-form-control wpcf7-acceptance\"><span class=\"wpcf7-list-item\"><label><input type=\"checkbox\" name=\"acceptance-485\" value=\"1\" aria-invalid=\"false\" \/><span class=\"wpcf7-list-item-label\">*I accept the <a href=\"\/privacy-policy\" target=\"_blank\">Privacy Policy<\/a><\/span><\/label><\/span><\/span><\/span><br \/>\n<input class=\"wpcf7-form-control wpcf7-submit has-spinner\" type=\"submit\" value=\"Contact Us\" \/>\n\t<\/p>\n<\/div><div class=\"wpcf7-response-output\" aria-hidden=\"true\"><\/div>\n<\/form>\n<\/div>\n<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Persistent and contextual memory for AI Agents: the new software frontier for your operational processes Traditional language models have a structural limitation: they operate without a long-term memory. Every time a new session is started, the agent starts from scratch, forgetting previous conversations, expressed preferences, and decisions already made. The AI persistent memory solves this&#8230;<\/p>\n","protected":false},"author":1,"featured_media":10400,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-988826","page","type-page","status-publish","has-post-thumbnail","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v25.9 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Persistent Memory for AI Agents | Blusail<\/title>\n<meta name=\"description\" content=\"AI agents with persistent memory integrated with corporate CRMs, ERPs, and databases. They remember, learn, and improve over time. 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