{"id":371971,"date":"2024-07-08T13:50:32","date_gmt":"2024-07-08T11:50:32","guid":{"rendered":"https:\/\/kawaruconsulting.com\/?post_type=project&#038;p=371971"},"modified":"2026-05-08T17:03:18","modified_gmt":"2026-05-08T15:03:18","slug":"predictive-ai-systems","status":"publish","type":"project","link":"https:\/\/kawaruconsulting.com\/en\/project\/agente-ia-sistemas-predictivos\/","title":{"rendered":"AI Agents \u2013 Virtual Agents with AI"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"371971\" class=\"elementor elementor-371971\" data-elementor-post-type=\"project\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2263dc7e e-flex e-con-boxed e-con e-parent\" data-id=\"2263dc7e\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-6a5db524 e-con-full e-flex e-con e-child\" data-id=\"6a5db524\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-31dcfc7 elementor-hidden-desktop elementor-invisible elementor-widget elementor-widget-image\" data-id=\"31dcfc7\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInRight&quot;}\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"815\" height=\"814\" src=\"https:\/\/kawaruconsulting.com\/wp-content\/uploads\/2025\/11\/alneux-image.png\" class=\"attachment-full size-full wp-image-677\" alt=\"\" srcset=\"https:\/\/kawaruconsulting.com\/wp-content\/uploads\/2025\/11\/alneux-image.png 815w, https:\/\/kawaruconsulting.com\/wp-content\/uploads\/2025\/11\/alneux-image-300x300.png 300w, https:\/\/kawaruconsulting.com\/wp-content\/uploads\/2025\/11\/alneux-image-150x150.png 150w, https:\/\/kawaruconsulting.com\/wp-content\/uploads\/2025\/11\/alneux-image-768x767.png 768w\" sizes=\"(max-width: 815px) 100vw, 815px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-66a0a5a4 elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"66a0a5a4\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInDown&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<span class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/kawaruconsulting.com\/en\/project_category\/transformacion-digital\/\" rel=\"tag\">Digital Transformation<\/a><\/span>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1ac9430e elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"1ac9430e\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInDown&quot;,&quot;_animation_delay&quot;:200}\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">The new Artificial Intelligence for predictive systems<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-139719b6 elementor-invisible elementor-widget elementor-widget-text-editor\" data-id=\"139719b6\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInUp&quot;}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Our partner Alneux specializes in the development of advanced predictive analytics technologies, leading innovation in the artificial intelligence sector.<\/p><p>A unique algorithm developed using neurovectors optimizes processing and efficiency in advanced data analysis.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-24f3d240 elementor-widget elementor-widget-button\" data-id=\"24f3d240\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"\/en\/contact\/\">\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 more information<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-69717234 e-con-full elementor-hidden-tablet elementor-hidden-mobile e-flex e-con e-child\" data-id=\"69717234\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-18fc1c44 elementor-invisible elementor-widget elementor-widget-image\" data-id=\"18fc1c44\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInRight&quot;}\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"815\" height=\"814\" src=\"https:\/\/kawaruconsulting.com\/wp-content\/uploads\/2025\/11\/alneux-image.png\" class=\"attachment-full size-full wp-image-677\" alt=\"\" srcset=\"https:\/\/kawaruconsulting.com\/wp-content\/uploads\/2025\/11\/alneux-image.png 815w, https:\/\/kawaruconsulting.com\/wp-content\/uploads\/2025\/11\/alneux-image-300x300.png 300w, https:\/\/kawaruconsulting.com\/wp-content\/uploads\/2025\/11\/alneux-image-150x150.png 150w, https:\/\/kawaruconsulting.com\/wp-content\/uploads\/2025\/11\/alneux-image-768x767.png 768w\" sizes=\"(max-width: 815px) 100vw, 815px\" \/>\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\t\t<\/div>\n\t\t<section class=\"elementor-element elementor-element-62a30cc gardient-bg e-flex e-con-boxed e-con e-parent\" data-id=\"62a30cc\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-c91b501 e-flex e-con-boxed elementor-invisible e-con e-child\" data-id=\"c91b501\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;animation&quot;:&quot;fadeIn&quot;,&quot;animation_delay&quot;:200}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-521c33f e-con-full card e-flex e-con e-child\" data-id=\"521c33f\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-31da695 card-container e-flex e-con-boxed e-con e-child\" data-id=\"31da695\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-90b289e elementor-widget elementor-widget-image\" data-id=\"90b289e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"64\" height=\"64\" src=\"https:\/\/kawaruconsulting.com\/wp-content\/uploads\/2023\/10\/saas-icon-07-1.png\" class=\"attachment-full size-full wp-image-371208\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-89e94c5 elementor-widget elementor-widget-heading\" data-id=\"89e94c5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\">Shorter implementation time<\/h5>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2051f07 elementor-widget elementor-widget-text-editor\" data-id=\"2051f07\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Implementation requires less time than any current equivalent system.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\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-a7f1ae1 e-con-full card e-flex e-con e-child\" data-id=\"a7f1ae1\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-939a322 card-container e-flex e-con-boxed e-con e-child\" data-id=\"939a322\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1616604 elementor-widget elementor-widget-image\" data-id=\"1616604\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"64\" height=\"64\" src=\"https:\/\/kawaruconsulting.com\/wp-content\/uploads\/2023\/10\/saas-icon-12-1.png\" class=\"attachment-full size-full wp-image-371209\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d9157eb elementor-widget elementor-widget-heading\" data-id=\"d9157eb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\">Lower energy cost<\/h5>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fc114c6 elementor-widget elementor-widget-text-editor\" data-id=\"fc114c6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>It consumes significantly less energy than current neural network systems. There is no GPU power consumption.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\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-0f2f8a5 e-con-full card e-flex e-con e-child\" data-id=\"0f2f8a5\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-d0c9ba4 card-container e-flex e-con-boxed e-con e-child\" data-id=\"d0c9ba4\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-eafff26 elementor-widget elementor-widget-image\" data-id=\"eafff26\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"64\" height=\"64\" src=\"https:\/\/kawaruconsulting.com\/wp-content\/uploads\/2023\/10\/saas-icon-05-1.png\" class=\"attachment-full size-full wp-image-371210\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-387b400 elementor-widget elementor-widget-heading\" data-id=\"387b400\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\">Integrated into the client&#039;s databases<\/h5>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-43c4832 elementor-widget elementor-widget-text-editor\" data-id=\"43c4832\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Our solution is developed on the client&#039;s own database systems.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\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<div class=\"elementor-element elementor-element-9bc019c e-con-full e-flex elementor-invisible e-con e-child\" data-id=\"9bc019c\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;animation&quot;:&quot;fadeIn&quot;,&quot;animation_delay&quot;:200}\">\n\t\t<div class=\"elementor-element elementor-element-6d2abb6 e-con-full card e-flex e-con e-child\" data-id=\"6d2abb6\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-700f550 card-container e-flex e-con-boxed e-con e-child\" data-id=\"700f550\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a73c717 elementor-widget elementor-widget-image\" data-id=\"a73c717\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"64\" height=\"64\" src=\"https:\/\/kawaruconsulting.com\/wp-content\/uploads\/2023\/10\/saas-icon-03-1.png\" class=\"attachment-full size-full wp-image-371211\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bcaceed elementor-widget elementor-widget-heading\" data-id=\"bcaceed\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\">Greater accuracy and speed<\/h5>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-197791b elementor-widget elementor-widget-text-editor\" data-id=\"197791b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Our solution increases accuracy and speed compared to all known algorithms.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\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-31295db e-con-full card e-flex e-con e-child\" data-id=\"31295db\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-fb509fa card-container e-flex e-con-boxed e-con e-child\" data-id=\"fb509fa\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a5e3ced elementor-widget elementor-widget-image\" data-id=\"a5e3ced\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"64\" height=\"64\" src=\"https:\/\/kawaruconsulting.com\/wp-content\/uploads\/2023\/10\/saas-icon-11-1.png\" class=\"attachment-full size-full wp-image-371212\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-aeadebe elementor-widget elementor-widget-heading\" data-id=\"aeadebe\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\">Explanation of the results<\/h5>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8b3dcd0 elementor-widget elementor-widget-text-editor\" data-id=\"8b3dcd0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>The results allow for easy interpretation and subsequent explanation.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\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-9c2ab77 e-con-full card e-flex e-con e-child\" data-id=\"9c2ab77\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-0eb47e3 card-container e-flex e-con-boxed e-con e-child\" data-id=\"0eb47e3\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a68bc06 elementor-widget elementor-widget-image\" data-id=\"a68bc06\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"64\" height=\"64\" src=\"https:\/\/kawaruconsulting.com\/wp-content\/uploads\/2023\/10\/saas-icon-09-1.png\" class=\"attachment-full size-full wp-image-371213\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fb02c6a elementor-widget elementor-widget-heading\" data-id=\"fb02c6a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\">AI Law Adaptation<\/h5>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fab8114 elementor-widget elementor-widget-text-editor\" data-id=\"fab8114\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>The EU requires that decisions made with Artificial Intelligence can be explained to avoid bias.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\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<\/section>\n\t\t<section class=\"elementor-element elementor-element-24024b8 e-flex e-con-boxed e-con e-parent\" data-id=\"24024b8\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-488f7220 e-con-full e-flex e-con e-child\" data-id=\"488f7220\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-166cff4e e-con-full e-flex elementor-invisible e-con e-child\" data-id=\"166cff4e\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;animation&quot;:&quot;fadeInDown&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-368af0ac elementor-widget elementor-widget-heading\" data-id=\"368af0ac\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Different types of solutions<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5b5a9b61 elementor-widget elementor-widget-text-editor\" data-id=\"5b5a9b61\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>The AI solution can be offered in two options:<\/p><p>\u2013\u00a0<strong>Single-user PC<\/strong>A desktop tool that allows you to process data to perform classification and prediction functions from a PC. Written in Python, it allows you to use CSV-type text data without requiring extensive technical knowledge.<\/p><p>\u2013\u00a0<strong>AI Orchestrator<\/strong>The ultimate solution for efficiently managing your data flows and taking your operations to a whole new level. Our platform combines the power of a data orchestrator, which can be enhanced with Apache Airflow, with a Neurovector-based learning module to provide you with advanced predictive intelligence.<\/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-484e7ab8 e-con-full e-flex elementor-invisible e-con e-child\" data-id=\"484e7ab8\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;animation&quot;:&quot;fadeInUp&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7e27a3a3 elementor-widget elementor-widget-heading\" data-id=\"7e27a3a3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Consulting services<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-69b554ea elementor-widget elementor-widget-text-editor\" data-id=\"69b554ea\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Our focus is on empowering your business through predictive solutions based on neurovectors. To achieve this, we offer specialized consulting services in Data Orchestration and Predictive Systems.<\/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-6f4ada7 e-con-full e-flex e-con e-child\" data-id=\"6f4ada7\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-5b85bec7 e-con-full e-flex elementor-invisible e-con e-child\" data-id=\"5b85bec7\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;animation&quot;:&quot;fadeInRight&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6dbf1179 elementor-widget elementor-widget-heading\" data-id=\"6dbf1179\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">We adapt to all types of clients<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6a3d95b8 elementor-widget elementor-widget-text-editor\" data-id=\"6a3d95b8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>AI applied to predictive systems can be adapted to the needs of all types of clients who require advanced data analysis from a predictive point of view.<\/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-497241d5 e-con-full e-flex elementor-invisible e-con e-child\" data-id=\"497241d5\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;animation&quot;:&quot;fadeInRight&quot;,&quot;animation_delay&quot;:100}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1171de8c elementor-widget elementor-widget-heading\" data-id=\"1171de8c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Other advantages of the algorithm<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7179e28a elementor-widget elementor-widget-text-editor\" data-id=\"7179e28a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<ul><li>Innovative approach<\/li><li>Improves the accuracy and speed of predictions<\/li><li>Optimize data processing<\/li><li>Increased operational efficiency<\/li><li>Wide range of practical applications<\/li><li>Anomaly detection<\/li><li>Business process optimization<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2305b592 elementor-widget elementor-widget-heading\" data-id=\"2305b592\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Technical specifications<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3ca49e66 elementor-widget elementor-widget-text-editor\" data-id=\"3ca49e66\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<ul><li><p><strong>Desktop Predictive Classifier<\/strong><\/p><ul><li>Handling large volumes of data<\/li><li>Classification by supervised and unsupervised training<\/li><li>Multivariable predictive simulations<\/li><li>Data preparation is not necessary<\/li><\/ul><p><strong>Data Orchestrator with Predictive Classifier<\/strong><\/p><ul><li>Deploy server in the cloud or on a private network<\/li><li>User-friendly web interface<\/li><li>Connection to the most common databases<\/li><li>It can be used with Apache Airflow or another data flow system to complement it.<\/li><li>API to integrate it into online applications<\/li><\/ul><\/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<\/div>\n\t\t\t\t<\/section>\n\t\t<div class=\"elementor-element elementor-element-424cb256 partners-grey e-flex e-con-boxed e-con e-parent\" data-id=\"424cb256\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-07ee9a9 e-con-full e-flex elementor-invisible e-con e-child\" data-id=\"07ee9a9\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;animation&quot;:&quot;fadeInUp&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-43504a3 elementor-widget elementor-widget-heading\" data-id=\"43504a3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\">WE ARE EXPERTS<\/div>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e87d195 elementor-widget elementor-widget-heading\" data-id=\"e87d195\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Our projects speak for themselves.<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-13b24674 e-con-full e-flex e-con e-child\" data-id=\"13b24674\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-424263e2 e-con-full e-flex e-con e-child\" data-id=\"424263e2\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-315dc8b elementor-widget__width-initial elementor-invisible elementor-widget elementor-widget-image\" data-id=\"315dc8b\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeIn&quot;}\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"401\" height=\"126\" src=\"https:\/\/kawaruconsulting.com\/wp-content\/uploads\/2025\/11\/Cornella.png\" class=\"attachment-full size-full wp-image-729\" alt=\"\" srcset=\"https:\/\/kawaruconsulting.com\/wp-content\/uploads\/2025\/11\/Cornella.png 401w, https:\/\/kawaruconsulting.com\/wp-content\/uploads\/2025\/11\/Cornella-300x94.png 300w\" sizes=\"(max-width: 401px) 100vw, 401px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f30b508 elementor-widget__width-initial elementor-invisible elementor-widget elementor-widget-image\" data-id=\"f30b508\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeIn&quot;}\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"136\" src=\"https:\/\/kawaruconsulting.com\/wp-content\/uploads\/2025\/11\/Logo-Sant-Feliu-300x136-1.png\" class=\"attachment-full size-full wp-image-210\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cff012e elementor-widget__width-initial elementor-invisible elementor-widget elementor-widget-image\" data-id=\"cff012e\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeIn&quot;}\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"505\" src=\"https:\/\/kawaruconsulting.com\/wp-content\/uploads\/2024\/07\/Generalitat-Valenciana-Educacio.png\" class=\"attachment-full size-full wp-image-987510222\" alt=\"\" srcset=\"https:\/\/kawaruconsulting.com\/wp-content\/uploads\/2024\/07\/Generalitat-Valenciana-Educacio.png 1024w, https:\/\/kawaruconsulting.com\/wp-content\/uploads\/2024\/07\/Generalitat-Valenciana-Educacio-300x148.png 300w, https:\/\/kawaruconsulting.com\/wp-content\/uploads\/2024\/07\/Generalitat-Valenciana-Educacio-768x379.png 768w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9160caf elementor-widget__width-initial elementor-invisible elementor-widget elementor-widget-image\" data-id=\"9160caf\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeIn&quot;}\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1200\" height=\"507\" src=\"https:\/\/kawaruconsulting.com\/wp-content\/uploads\/2024\/07\/Ajuntament-de-Granollers_2.jpg\" class=\"attachment-full size-full wp-image-987510457\" alt=\"\" srcset=\"https:\/\/kawaruconsulting.com\/wp-content\/uploads\/2024\/07\/Ajuntament-de-Granollers_2.jpg 1200w, https:\/\/kawaruconsulting.com\/wp-content\/uploads\/2024\/07\/Ajuntament-de-Granollers_2-300x127.jpg 300w, https:\/\/kawaruconsulting.com\/wp-content\/uploads\/2024\/07\/Ajuntament-de-Granollers_2-1024x433.jpg 1024w, https:\/\/kawaruconsulting.com\/wp-content\/uploads\/2024\/07\/Ajuntament-de-Granollers_2-768x324.jpg 768w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4f905ca elementor-widget__width-initial elementor-invisible elementor-widget elementor-widget-image\" data-id=\"4f905ca\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeIn&quot;}\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"224\" height=\"93\" src=\"https:\/\/kawaruconsulting.com\/wp-content\/uploads\/2022\/04\/Arquia-Banca-1.png\" class=\"attachment-full size-full wp-image-71\" alt=\"\" \/>\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<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-47f5cac5 e-flex e-con-boxed e-con e-parent\" data-id=\"47f5cac5\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-12b1243c e-con-full e-flex e-con e-child\" data-id=\"12b1243c\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6e3288fb elementor-widget elementor-widget-heading\" data-id=\"6e3288fb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">How do we work?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-450d3e0b elementor-widget elementor-widget-text-editor\" data-id=\"450d3e0b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>The starting point is the investigation of the organization<\/p><p>The goal is to use traditional SQL database systems and quickly implement predictions and searches of information relationships, thereby helping to make the best decisions based on data analysis by making predictions with artificial intelligence in any business sector.<\/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<\/div>","protected":false},"excerpt":{"rendered":"<p>Advanced prediction and operational efficiency with artificial intelligence. Our virtual agent system, based on neurovectors and predictive algorithms, allows for the highly accurate analysis of large volumes of data. It improves decision-making, automates processes, and optimizes operational performance in real time.<\/p>","protected":false},"featured_media":987507373,"template":"","meta":{"_acf_changed":false},"project_category":[146],"class_list":["post-371971","project","type-project","status-publish","has-post-thumbnail","hentry","project_category-transformacion-digital"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Agentes IA - Agentes Virtuales con IA - Servicios de consultor&iacute;a de empresas y administraciones p&uacute;blicas<\/title>\n<meta name=\"description\" content=\"Predicci\u00f3n avanzada y eficiencia operativa con inteligencia artificial.\u2028Nuestro sistema de agentes virtuales, basado en neurovectores y algoritmos predictivos, permite analizar grandes vol\u00famenes de datos con alta precisi\u00f3n.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/kawaruconsulting.com\/en\/project\/ai-agent-predictive-systems\/\" \/>\n<meta property=\"og:locale\" content=\"en_GB\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Agentes IA - Agentes Virtuales con IA - Servicios de consultor&iacute;a de empresas y administraciones p&uacute;blicas\" \/>\n<meta property=\"og:description\" content=\"Predicci\u00f3n avanzada y eficiencia operativa con inteligencia artificial.\u2028Nuestro sistema de agentes virtuales, basado en neurovectores y algoritmos predictivos, permite analizar grandes vol\u00famenes de datos con alta precisi\u00f3n.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/kawaruconsulting.com\/en\/project\/ai-agent-predictive-systems\/\" \/>\n<meta property=\"og:site_name\" content=\"Servicios de consultor&iacute;a de empresas y administraciones p&uacute;blicas\" \/>\n<meta property=\"article:modified_time\" content=\"2026-05-08T15:03:18+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/kawaruconsulting.com\/wp-content\/uploads\/2024\/07\/6_AGENTES-VIRTUALES-con-IA.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"900\" \/>\n\t<meta property=\"og:image:height\" content=\"700\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"6 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/kawaruconsulting.com\\\/en\\\/project\\\/agente-ia-sistemas-predictivos\\\/\",\"url\":\"https:\\\/\\\/kawaruconsulting.com\\\/en\\\/project\\\/agente-ia-sistemas-predictivos\\\/\",\"name\":\"Agentes IA - 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