{"id":11859,"date":"2025-11-27T15:38:05","date_gmt":"2025-11-27T15:38:05","guid":{"rendered":"https:\/\/www.nub8.net\/?page_id=11859"},"modified":"2025-11-27T16:28:57","modified_gmt":"2025-11-27T16:28:57","slug":"case-study-large-scale-legal-document-processing-with-generative-ai","status":"publish","type":"page","link":"https:\/\/nub8.net\/es\/case-study-large-scale-legal-document-processing-with-generative-ai\/","title":{"rendered":"Caso de \u00c9xito Procesamiento de documentos legales a gran escala con IA generativa"},"content":{"rendered":"<div data-elementor-type=\"wp-page\" data-elementor-id=\"11859\" class=\"elementor elementor-11859\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-56893c81 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"56893c81\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&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-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-18ef61b8\" data-id=\"18ef61b8\" data-element_type=\"column\" data-e-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-638e20ba elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"638e20ba\" data-element_type=\"section\" data-e-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-inner-column elementor-element elementor-element-2204dc66\" data-id=\"2204dc66\" data-element_type=\"column\" data-e-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-254c806f elementor-widget elementor-widget-image\" data-id=\"254c806f\" data-element_type=\"widget\" data-e-type=\"widget\" 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=\"613\" height=\"614\" src=\"https:\/\/nub8.net\/wp-content\/uploads\/2023\/08\/logo-nub-8.png\" class=\"attachment-large size-large wp-image-11207\" alt=\"\" srcset=\"https:\/\/nub8.net\/wp-content\/uploads\/2023\/08\/logo-nub-8.png 613w, https:\/\/nub8.net\/wp-content\/uploads\/2023\/08\/logo-nub-8-300x300.png 300w, https:\/\/nub8.net\/wp-content\/uploads\/2023\/08\/logo-nub-8-150x150.png 150w, https:\/\/nub8.net\/wp-content\/uploads\/2023\/08\/logo-nub-8-12x12.png 12w\" sizes=\"(max-width: 613px) 100vw, 613px\" \/>\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 class=\"elementor-element elementor-element-5e4cdedd elementor-widget elementor-widget-heading\" data-id=\"5e4cdedd\" data-element_type=\"widget\" data-e-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\">CASO DE \u00c9XITO<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3346b170 elementor-widget elementor-widget-heading\" data-id=\"3346b170\" data-element_type=\"widget\" data-e-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\">PROCESAMIENTO DE DOCUMENTOS LEGALES A GRAN ESCALA CON IA GENERATIVA<\/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<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-527fd06d\" data-id=\"527fd06d\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\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\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-791241cd elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"791241cd\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&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-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-4c47a78\" data-id=\"4c47a78\" data-element_type=\"column\" data-e-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-e5230fa animated-fast elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"e5230fa\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInDown&quot;,&quot;_animation_delay&quot;:100}\" 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\">Introducci\u00f3n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5060d7b4 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"5060d7b4\" data-element_type=\"widget\" data-e-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-39e0c70a animated-fast elementor-invisible elementor-widget elementor-widget-text-editor\" data-id=\"39e0c70a\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInDown&quot;,&quot;_animation_delay&quot;:100}\" 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>El cliente gestionaba decenas de miles de documentos legales manuscritos, escaneados y sin estructurar que requer\u00edan clasificaci\u00f3n y validaci\u00f3n manual. El procesamiento era lento, propenso a errores e imposible de escalar a medida que aumentaba la demanda.<\/p><p>El objetivo era implementar una soluci\u00f3n escalable de IDP con IA Generativa para automatizar la extracci\u00f3n, clasificaci\u00f3n y validaci\u00f3n de documentos legales complejos. El cliente necesitaba reducir los retrasos, mejorar la precisi\u00f3n y facilitar la r\u00e1pida incorporaci\u00f3n de nuevos clientes.<\/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-c1cf343 animated-fast elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"c1cf343\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInDown&quot;,&quot;_animation_delay&quot;:100}\" 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\">El Reto<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-13d0e12 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"13d0e12\" data-element_type=\"widget\" data-e-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-c6357fa animated-fast elementor-invisible elementor-widget elementor-widget-text-editor\" data-id=\"c6357fa\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInDown&quot;,&quot;_animation_delay&quot;:100}\" 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>Retrasos en el procesamiento manual de 4 a 6 semanas por caso.<\/li><li>Errores de clasificaci\u00f3n superiores al 20%.<\/li><li>Incapacidad de escalar las operaciones a medida que crec\u00eda el volumen de documentos.<\/li><li>Riesgo de perder competitividad debido a flujos de trabajo lentos e inconsistentes.<\/li><\/ul><p>El proceso manual gener\u00f3 altos costos operativos, ralentiz\u00f3 los ingresos debido a los largos ciclos de procesamiento, introdujo riesgos de cumplimiento e impidi\u00f3 que el cliente incorporara nuevos clientes o expandiera los servicios.<\/p><p>El cliente necesitaba un sistema IDP automatizado, confiable y escalable para clasificar documentos, extraer datos clave, garantizar el cumplimiento y respaldar la digitalizaci\u00f3n de grandes vol\u00famenes sin aumentar la plantilla.<\/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-262053d1 animated-fast elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"262053d1\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInDown&quot;,&quot;_animation_delay&quot;:100}\" 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\">La Soluci\u00f3n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7ecc8724 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"7ecc8724\" data-element_type=\"widget\" data-e-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-262c3925 animated-fast elementor-invisible elementor-widget elementor-widget-text-editor\" data-id=\"262c3925\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInDown&quot;,&quot;_animation_delay&quot;:100}\" 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>Una plataforma IDP de IA generativa totalmente sin servidor, basada en Amazon Bedrock, AWS Lambda, Step Functions, DynamoDB, S3, CloudFront y API Gateway. El sistema automatiza la extracci\u00f3n de p\u00e1ginas, el an\u00e1lisis de IA, la estructuraci\u00f3n de datos, la validaci\u00f3n y la entrega basada en API.<\/p><p>La soluci\u00f3n automatiza todo el flujo de trabajo del documento, reduce el procesamiento de semanas a minutos, ofrece mayor precisi\u00f3n a trav\u00e9s de Bedrock\/Claude, elimina las restricciones de escala a trav\u00e9s de la arquitectura sin servidor y permite al cliente incorporar m\u00e1s clientes con una revisi\u00f3n manual m\u00ednima.<\/p><p>Destacando algunas caracter\u00edsticas, integraciones o personalizaciones:<\/p><ul><li>Reglas\/plantillas din\u00e1micas para diversos formatos legales (no se requieren cambios de c\u00f3digo).<\/li><li>Inferencia entre regiones para el procesamiento de IA de gran volumen.<\/li><li>Orquestaci\u00f3n sin servidor de extremo a extremo con Step Functions.<\/li><li>Frontend Next.js integrado con S3 + CloudFront.<\/li><li>Flujo de revisi\u00f3n con intervenci\u00f3n humana y detecci\u00f3n de discrepancias.<\/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<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-75baa6b0\" data-id=\"75baa6b0\" data-element_type=\"column\" data-e-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-fe0fe09 animated-fast elementor-invisible elementor-widget elementor-widget-text-editor\" data-id=\"fe0fe09\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInDown&quot;,&quot;_animation_delay&quot;:100}\" 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>El cliente es una empresa de tecnolog\u00eda legal especializada en digitalizaci\u00f3n de documentos y automatizaci\u00f3n de procesos legales para pymes, bufetes de abogados e instituciones p\u00fablicas en Latinoam\u00e9rica y Am\u00e9rica del Norte.<\/p><p>Su plataforma transforma grandes vol\u00famenes de archivos de casos legales en registros digitales estructurados y buscables, al tiempo que proporciona herramientas para el seguimiento de casos y la automatizaci\u00f3n del flujo de trabajo, ayudando a las organizaciones a modernizar sus operaciones y mejorar la eficiencia de los servicios legales.<\/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-688b85c0 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"688b85c0\" data-element_type=\"section\" data-e-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-5bac9d6b\" data-id=\"5bac9d6b\" data-element_type=\"column\" data-e-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-2dafddc9 animated-fast elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"2dafddc9\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInDown&quot;,&quot;_animation_delay&quot;:100}\" 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\">Arquitectura<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-78a6ff59 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"78a6ff59\" data-element_type=\"widget\" data-e-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-d56df9b elementor-widget elementor-widget-image\" data-id=\"d56df9b\" data-element_type=\"widget\" data-e-type=\"widget\" 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 decoding=\"async\" width=\"595\" height=\"519\" src=\"https:\/\/nub8.net\/wp-content\/uploads\/2025\/11\/Legal-document-processing-architecture.png\" class=\"attachment-large size-large wp-image-11861\" alt=\"\" srcset=\"https:\/\/nub8.net\/wp-content\/uploads\/2025\/11\/Legal-document-processing-architecture.png 595w, https:\/\/nub8.net\/wp-content\/uploads\/2025\/11\/Legal-document-processing-architecture-300x262.png 300w, https:\/\/nub8.net\/wp-content\/uploads\/2025\/11\/Legal-document-processing-architecture-14x12.png 14w\" sizes=\"(max-width: 595px) 100vw, 595px\" \/>\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\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-1cc1bbf0 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"1cc1bbf0\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&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-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-7a1d0b19\" data-id=\"7a1d0b19\" data-element_type=\"column\" data-e-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-4270c2fb animated-fast elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"4270c2fb\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInDown&quot;,&quot;_animation_delay&quot;:100}\" 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\">SERVICIOS UTILIZADOS<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b3368f5 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"b3368f5\" data-element_type=\"widget\" data-e-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-5a63a50f elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"5a63a50f\" data-element_type=\"widget\" data-e-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\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-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=\"fas fa-circle\"><\/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\">Amazon Bedrock (Claude 3 Sonnet v2 + Cross-Region Inference)<\/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\">\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=\"fas fa-circle\"><\/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\">AWS Lambda<\/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\">\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=\"fas fa-circle\"><\/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\">AWS Step Functions<\/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\">\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=\"fas fa-circle\"><\/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\">Amazon SQS (workflow parallelization)<\/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\">\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=\"fas fa-circle\"><\/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\">Amazon S3 (document storage)<\/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\">\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=\"fas fa-circle\"><\/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\">Amazon DynamoDB (structured metadata and attributes)<\/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\">\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=\"fas fa-circle\"><\/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\">Amazon CloudWatch (observability and logging)<\/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\">\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=\"fas fa-circle\"><\/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\">Amazon API Gateway<\/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\">\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=\"fas fa-circle\"><\/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\">Amazon CloudFront (global distribution of frontend)<\/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\">\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=\"fas fa-circle\"><\/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\">Amazon Route 53 (DNS routing)<\/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\">\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=\"fas fa-circle\"><\/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\">IAM Identity Center with MFA<\/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\">\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=\"fas fa-circle\"><\/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\">IAM roles and policies<\/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\">\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=\"fas fa-circle\"><\/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\">VPC-based isolation for environments<\/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\">\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=\"fas fa-circle\"><\/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\">AWS CDK \/ SST (v2)<\/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\">\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=\"fas fa-circle\"><\/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\">GitHub Actions CI\/CD<\/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\">\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=\"fas fa-circle\"><\/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\">Next.js (deployed through S3 + CloudFront)<\/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-4d11b74 animated-fast elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"4d11b74\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInDown&quot;,&quot;_animation_delay&quot;:100}\" 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\">PROJECT DEVELOPMENT<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-35a8d065 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"35a8d065\" data-element_type=\"widget\" data-e-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-40b8b05 animated-fast elementor-invisible elementor-widget elementor-widget-text-editor\" data-id=\"40b8b05\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInDown&quot;,&quot;_animation_delay&quot;:100}\" 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>Construimos una arquitectura IDP sin servidor utilizando Step Functions, Lambda, Bedrock, DynamoDB y S3\/CloudFront, probada con documentos legales reales antes del lanzamiento.<\/p><p>La implementaci\u00f3n de producci\u00f3n (mayo de 2025) fue desarrollada por un equipo conjunto de ingenieros de la nube y especialistas en IA. Problemas como la escritura a mano de baja calidad y la inferencia de escalado se solucionaron mediante inferencia entre regiones y procesamiento paralelo. Tooles aport\u00f3 muestras, valid\u00f3 los resultados y ayud\u00f3 a perfeccionar las reglas y las plantillas.<\/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-e929aa0 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"e929aa0\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&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-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-c001041\" data-id=\"c001041\" data-element_type=\"column\" data-e-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-774e20c animated-fast elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"774e20c\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInDown&quot;,&quot;_animation_delay&quot;:100}\" 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\">RESULTADOS Y BENEFICIOS<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-235e986 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"235e986\" data-element_type=\"widget\" data-e-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-0cffb01 animated-fast elementor-invisible elementor-widget elementor-widget-text-editor\" data-id=\"0cffb01\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInDown&quot;,&quot;_animation_delay&quot;:100}\" 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>El tiempo de procesamiento se redujo de a\u00f1os a semanas.<br \/>El flujo de trabajo sin servidor GenAI + permiti\u00f3 al cliente digitalizar y extraer datos de miles de archivos de casos legales que habr\u00edan llevado 2,5 a\u00f1os de trabajo manualmente, y que ahora se completan en unas pocas semanas.<\/p><ul><li>La eficiencia del back-office mejor\u00f3 en un 70%.<\/li><li>Se eliminaron las tareas repetitivas de validaci\u00f3n y clasificaci\u00f3n manual.<\/li><li>Las tasas de error se redujeron significativamente.<\/li><li>Se increment\u00f3 la precisi\u00f3n de la clasificaci\u00f3n y se redujeron los errores de ingreso manual de datos que anteriormente superaban el 20%.<\/li><li>La escalabilidad aument\u00f3 dr\u00e1sticamente.<\/li><li>La eficiencia de costos\/pago por uso elimin\u00f3 la necesidad de aprovisionamiento o mantenimiento de infraestructura, lo que redujo los costos operativos.<\/li><li>La extracci\u00f3n estructurada, la trazabilidad y la detecci\u00f3n automatizada de inconsistencias proporcionaron registros m\u00e1s confiables para las auditor\u00edas y la gesti\u00f3n de casos.<\/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<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-44c1eec\" data-id=\"44c1eec\" data-element_type=\"column\" data-e-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-f5f5364 animated-fast elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"f5f5364\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInDown&quot;,&quot;_animation_delay&quot;:100}\" 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\">LECCIONES APRENDIDAS<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d36d8eb elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"d36d8eb\" data-element_type=\"widget\" data-e-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-3ebd32c animated-fast elementor-invisible elementor-widget elementor-widget-text-editor\" data-id=\"3ebd32c\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInDown&quot;,&quot;_animation_delay&quot;:100}\" 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>La implementaci\u00f3n destac\u00f3 la importancia del refinamiento iterativo del modelo, especialmente al gestionar documentos manuscritos o de baja calidad, y valid\u00f3 el valor de las configuraciones din\u00e1micas y la inferencia interregional para escalar grandes cargas de trabajo de IDP. La soluci\u00f3n ha tenido un impacto a largo plazo al reducir los tiempos de procesamiento de semanas a minutos, mejorar la precisi\u00f3n de la extracci\u00f3n, minimizar los riesgos de incumplimiento y permitir al cliente incorporar nuevos clientes y escalar operaciones sin aumentar la plantilla.<\/p><p>De cara al futuro, el cliente planea ampliar la plataforma a otros tipos de documentos, automatizar m\u00e1s flujos de trabajo legales e incorporar funciones avanzadas de GenAI, como la generaci\u00f3n de res\u00famenes y la comparaci\u00f3n de cl\u00e1usulas, a la vez que explora el uso de servicios adicionales de AWS. La soluci\u00f3n tambi\u00e9n est\u00e1 dise\u00f1ada para ser extensible, lo que permite su futura expansi\u00f3n a nuevos casos de uso y l\u00edneas de productos a medida que evolucionen las necesidades del cliente.<\/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-6c59e051 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6c59e051\" data-element_type=\"section\" data-e-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-50 elementor-top-column elementor-element elementor-element-676f7c98\" data-id=\"676f7c98\" data-element_type=\"column\" data-e-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-4d2b8d1c elementor-widget elementor-widget-image\" data-id=\"4d2b8d1c\" data-element_type=\"widget\" data-e-type=\"widget\" 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 decoding=\"async\" width=\"512\" height=\"512\" src=\"https:\/\/nub8.net\/wp-content\/uploads\/2022\/06\/cropped-logo.png\" class=\"attachment-large size-large wp-image-455\" alt=\"\" srcset=\"https:\/\/nub8.net\/wp-content\/uploads\/2022\/06\/cropped-logo.png 512w, https:\/\/nub8.net\/wp-content\/uploads\/2022\/06\/cropped-logo-300x300.png 300w, https:\/\/nub8.net\/wp-content\/uploads\/2022\/06\/cropped-logo-150x150.png 150w, https:\/\/nub8.net\/wp-content\/uploads\/2022\/06\/cropped-logo-12x12.png 12w, https:\/\/nub8.net\/wp-content\/uploads\/2022\/06\/cropped-logo-100x100.png 100w, https:\/\/nub8.net\/wp-content\/uploads\/2022\/06\/cropped-logo-270x270.png 270w, https:\/\/nub8.net\/wp-content\/uploads\/2022\/06\/cropped-logo-192x192.png 192w, https:\/\/nub8.net\/wp-content\/uploads\/2022\/06\/cropped-logo-180x180.png 180w, https:\/\/nub8.net\/wp-content\/uploads\/2022\/06\/cropped-logo-32x32.png 32w\" sizes=\"(max-width: 512px) 100vw, 512px\" \/>\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<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-38d6342e\" data-id=\"38d6342e\" data-element_type=\"column\" data-e-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-44a9adf5 animated-fast elementor-invisible elementor-widget elementor-widget-text-editor\" data-id=\"44a9adf5\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInDown&quot;,&quot;_animation_delay&quot;:100}\" 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 style=\"text-align: justify;\">Somos un proveedor de servicios nativos de la nube de AWS centrado en ayudar a los clientes a aprovechar el poder de la nube para impulsar el crecimiento empresarial, de una manera segura y rentable.<\/p><p style=\"text-align: justify;\">Ya sea que est\u00e9s iniciando con la nube o buscando optimizar la experiencia digital, te ofrecemos un equipo de profesionales que te ayudar\u00e1n a maximizar los ecosistemas de la nube.<\/p><p style=\"text-align: justify;\">Somos una empresa centrada en el cliente, y por ello elegimos el servicio o soluci\u00f3n en la nube que mejor se adapta a tus necesidades.<\/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-3421a9d2 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"3421a9d2\" data-element_type=\"section\" data-e-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-69bc2704\" data-id=\"69bc2704\" data-element_type=\"column\" data-e-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-14652c9d elementor-widget elementor-widget-heading\" data-id=\"14652c9d\" data-element_type=\"widget\" data-e-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\">Conoce otro de nuestros casos<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-76ce2dfe elementor-align-center elementor-invisible elementor-widget elementor-widget-button\" data-id=\"76ce2dfe\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeIn&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-lg elementor-animation-float\" href=\"https:\/\/nub8.net\/es\/case-studies\/\">\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-angle-right\"><\/i>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Regresar<\/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<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>CASE STUDY LARGE-SCALE LEGAL DOCUMENT PROCESSING WITH GENERATIVE AI Introduction The customer managed tens of thousands of handwritten, scanned, and unstructured legal documents that required manual classification and validation. Processing was slow, error-prone, and impossible to scale as demand grew. The objective was to implement a scalable Generative-AI IDP solution to automate the extraction, classification, [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"elementor_header_footer","meta":{"footnotes":""},"class_list":["post-11859","page","type-page","status-publish","hentry"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/nub8.net\/es\/wp-json\/wp\/v2\/pages\/11859","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/nub8.net\/es\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/nub8.net\/es\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/nub8.net\/es\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/nub8.net\/es\/wp-json\/wp\/v2\/comments?post=11859"}],"version-history":[{"count":5,"href":"https:\/\/nub8.net\/es\/wp-json\/wp\/v2\/pages\/11859\/revisions"}],"predecessor-version":[{"id":11867,"href":"https:\/\/nub8.net\/es\/wp-json\/wp\/v2\/pages\/11859\/revisions\/11867"}],"wp:attachment":[{"href":"https:\/\/nub8.net\/es\/wp-json\/wp\/v2\/media?parent=11859"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}