{"id":14002,"date":"2026-11-04T13:49:18","date_gmt":"2026-11-04T13:49:18","guid":{"rendered":"https:\/\/www.salesforce.com\/?p=14002"},"modified":"2026-11-04T13:59:42","modified_gmt":"2026-11-04T13:59:42","slug":"why-your-ai-needs-trusted-context-data-360","status":"publish","type":"post","link":"https:\/\/www.salesforce.com\/es\/blog\/why-your-ai-needs-trusted-context-data-360\/","title":{"rendered":"Desentra\u00f1ando Dreamforce: por qu\u00e9 su IA necesita contexto de confianza"},"content":{"rendered":"\n<section class=\"key-takeaways wp-block-salesforce-blog-key-takeaways\" aria-label=\"Key Takeaways\">\n\t<div class=\"wp-block-salesforce-blog-key-takeaways__inner\">\n\t\t<div class=\"wp-block-salesforce-blog-key-takeaways__header\">\n\t\t\t<div class=\"wp-block-salesforce-blog-key-takeaways__title\">\n\t\t\t\t<h2 class=\"wp-block-salesforce-blog-key-takeaways__title-text\">\n\t\t\t\t\tKey Takeaways\t\t\t\t<\/h2>\n\t\t\t<\/div>\n\t\t<\/div>\n\n\t\t<button \n\t\t\tid=\"wp-block-salesforce-blog-key-takeaways-button\"\n\t\t\tclass=\"wp-block-salesforce-blog-key-takeaways__button\"\n\t\t\taria-controls=\"wp-block-salesforce-blog-key-takeaways-content\"\n\t\t\taria-expanded=\"false\"\n\t\t\taria-label=\"\n\t\t\tToggle Key Takeaways content\t\t\t\"\n\t\t>\n\t\t\t\n<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"22\" height=\"22\" fill=\"none\" viewbox=\"0 0 22 22\" aria-hidden=\"true\"><path fill=\"url(#a)\" d=\"M17.401 6.445a1.525 1.525 0 0 1 2.153 0 1.517 1.517 0 0 1 0 2.149l-7.977 7.961a1.526 1.526 0 0 1-2.154 0L1.446 8.594a1.517 1.517 0 0 1 0-2.149 1.524 1.524 0 0 1 2.153 0l6.9 6.886z\" \/><defs><linearGradient id=\"a\" x2=\"10.5\" y2=\"17\" gradientunits=\"userSpaceOnUse\"><stop stop-color=\"#BA01FF\" \/><stop offset=\"1\" stop-color=\"#0250D9\" \/><\/linearGradient><\/defs><\/svg>\n\t\t<\/button>\n\n\t\t\t\t\t<div id=\"wp-block-salesforce-blog-key-takeaways-content\" class=\"wp-block-salesforce-blog-key-takeaways__content\" aria-hidden=\"true\">\n\t\t\t\t\n\n<ul class=\"wp-block-list\">\n<li>Un contexto de confianza evita errores comerciales al unificar datos de ventas, incidencias de soporte y consentimiento.<\/li>\n\n\n\n<li>Data 360 Headless y AIforce extienden la informaci\u00f3n de negocio a plataformas como Slack y asistentes como Claude.<\/li>\n\n\n\n<li>Evaluar agentes de IA exige validar cinco \u00e1reas cr\u00edticas: datos, acceso eficiente (RAG), sem\u00e1ntica, memoria y gobernanza.<\/li>\n<\/ul>\n\n\t\t\t<\/div>\n\t\t\t\t\t\t\t<footer class=\"wp-block-salesforce-blog-key-takeaways__footer\">\n\t\t\t\t\tThis summary was created with AI and reviewed by an editor.\t\t\t\t<\/footer>\n\t\t\t\t\t\t<\/div>\n<\/section>\n\n\n\n<p class=\"wp-block-paragraph\">Imagine pedirle a un agente de IA una oferta comercial para un cliente fidelizado. El sistema sugiere el producto ideal, sin embargo, ignora una incidencia de soporte abierta desde hace una semana. Cualquier equipo querr\u00eda conocer ese problema antes del contacto directo. Por esta raz\u00f3n, su IA necesita informaci\u00f3n al d\u00eda, permisos claros y trazabilidad para operar con un contexto de confianza.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">En Dreamforce, la ponencia de <a href=\"https:\/\/www.salesforce.com\/es\/data\" target=\"_blank\" rel=\"noreferrer noopener\">Data 360<\/a> demostr\u00f3 este principio en acci\u00f3n: agentes creando audiencias mediante lenguaje natural y herramientas como Agent Context Engine y <a href=\"https:\/\/www.salesforce.com\/es\/blog\/agentforce-coworker-el-mejor-companero-de-ia-autonomo\/\" target=\"_blank\" rel=\"noreferrer noopener\">Agentforce Coworker<\/a> apoyando la labor diaria del equipo.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">A continuaci\u00f3n, descubra c\u00f3mo convertir el contexto en su ventaja competitiva de IA y ponerlo a prueba en su empresa.<\/p>\n\n\n\n<!-- The script tag should live in the head of your page if at all possible \n-->\n<script type=\"text\/javascript\" async=\"\" src=\"https:\/\/play.vidyard.com\/embed\/v4.js\"><\/script>\n\n\n<!-- Put this wherever you would like your player to appear -->\n<img decoding=\"async\" style=\"width: 100%;margin: auto\" class=\"vidyard-player-embed\" src=\"https:\/\/salesforce.vidyard.com\/watch\/XTNANJb2w8uDgCuXCZxqDm\" data-uuid=\"XTNANJb2w8uDgCuXCZxqDm\" data-v=\"4\" data-type=\"inline\">\n\n\n\n<p class=\"wp-block-paragraph\"><br>Acceda a la ponencia principal completa de\u00a0<a href=\"https:\/\/www.salesforce.com\/plus\/experience\/dreamforce_2026\/series\/data_360_-_activate_trusted_context_everywhere_at_dreamforce_2026\/episode\/episode-s1e6\" target=\"_blank\" rel=\"noreferrer noopener\">Data 360: Context Is Your AI Advantage<\/a> en Salesforce+.<\/p>\n\n\n\n<h2 id=\"h-tres-formas-en-que-data-360-pone-el-contexto-de-confianza-en-accion\" class=\"wp-block-heading\">Tres formas en que Data 360 pone el contexto de confianza en acci\u00f3n<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Durante la ponencia principal de Dreamforce, Data 360 demostr\u00f3 c\u00f3mo transformar datos dispersos en acciones estrat\u00e9gicas fiables:<\/p>\n\n\n\n<h3 id=\"h-creacion-de-audiencias-mediante-lenguaje-natural\" class=\"wp-block-heading\">Creaci\u00f3n de audiencias mediante lenguaje natural<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Segmentar campa\u00f1as suele exigir configurar filtros complejos de forma manual. En cambio, la demostraci\u00f3n de Agentic CDP evidenci\u00f3 un camino m\u00e1s \u00e1gil: un agente unific\u00f3 perfiles y construy\u00f3 el p\u00fablico objetivo a partir de una instrucci\u00f3n descriptiva. Asimismo, Data 360 vincul\u00f3 transacciones y solicitudes de servicio al mismo usuario, garantizando el respeto estricto a sus preferencias de privacidad.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">M\u00e1s informaci\u00f3n sobre\u00a0la <a href=\"https:\/\/www.salesforce.com\/es\/marketing\/data\/\">plataforma de datos de clientes n.\u00ba 1<\/a>.\u00a0<\/p>\n\n\n\n<h3 id=\"h-integracion-del-conocimiento-tacito-corporativo\" class=\"wp-block-heading\">Integraci\u00f3n del conocimiento t\u00e1cito corporativo<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Los registros transaccionales solo reflejan una parte de la realidad. Por lo tanto, Agent Context Engine incorpora transcripciones de llamadas, normativas internas y art\u00edculos de soporte junto con los datos estructurados. De este modo, la memoria conserva hechos validados de conversaciones previas para dar continuidad a la experiencia de cliente.<\/p>\n\n\n\n<h3 id=\"h-ejecucion-de-acciones-cotidianas-con-agentforce-coworker\" class=\"wp-block-heading\">Ejecuci\u00f3n de acciones cotidianas con Agentforce Coworker<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Agentforce Coworker traslada este contexto a las herramientas de trabajo habituales. En consecuencia, los empleados interact\u00faan con la informaci\u00f3n corporativa en Salesforce, Gmail y suites ofim\u00e1ticas desde una misma interfaz. Gracias a esta unificaci\u00f3n, el comercial dedica menos tiempo a localizar datos dispersos y m\u00e1s a preparar una reuni\u00f3n con el cliente.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Consulte la\u00a0<a href=\"https:\/\/developer.salesforce.com\/docs\/data\/agentforce-coworker\/guide\/agentforce-coworker-turn-on-infrastructure.html\" target=\"_blank\" rel=\"noreferrer noopener\">gu\u00eda de configuraci\u00f3n de Coworker<\/a> para obtener detalles sobre c\u00f3mo activarlo y configurar el acceso de los usuarios.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Acceda a la sesi\u00f3n <a href=\"https:\/\/www.salesforce.com\/plus\/experience\/dreamforce_2026\/series\/data_360_-_activate_trusted_context_everywhere_at_dreamforce_2026\/episode\/episode-s1e9\">Data 360 Roadmap: Activating Trusted Context Everywhere<\/a> en Salesforce+ para conocer al detalle lo que llegar\u00e1 pr\u00f3ximamente.\u00a0<\/p>\n\n\n\n<div class=\"layout-two wp-block-salesforce-blog-offer\">\n\t<div class=\"wp-block-offer__wrapper\">\n\n\t\t<div class=\"wp-block-offer__content\">\n\t\t\t<h2 class=\"wp-block-offer__title\">Gu\u00eda de inicio r\u00e1pido: Agentforce Coworker<\/h2>\n\t\t\t\n\t\t\t\n\t\t\t\t\t\t\t<div class=\"wp-block-button\">\n\t\t\t\t\t<a class=\"wp-block-button__link\" target=\"_blank\" href=\"https:\/\/trailhead.salesforce.com\/es\/content\/learn\/modules\/quick-start-agentforce-coworker\">Empezar ahora<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\n\t\t<div class=\"wp-block-offer__media\">\n\t\t\t\t\t<\/div>\n\t<\/div>\n\n\t\t\t<div class=\"wp-block-offer__graphics wp-block-offer__contour\"><\/div>\n\t\n\t\t\t<!-- Standard Illustration -->\n\t\t<img decoding=\"async\" class=\"wp-block-offer__graphics wp-block-offer__illustration\" src=\"https:\/\/www.salesforce.com\/es\/blog\/wp-content\/themes\/salesforce-blog\/dist\/images\/offer-block\/offer-illustration-layout-two.png\" alt=\"\">\n\n\t\t<!-- Small Accent Illustration -->\n\t\t\t\t\t<img decoding=\"async\" class=\"wp-block-offer__graphics wp-block-offer__accent\" src=\"https:\/\/www.salesforce.com\/es\/blog\/wp-content\/themes\/salesforce-blog\/dist\/images\/offer-block\/offer-accent-layout-two.png\" alt=\"\">\n\t\t\n\t\t<!-- Left Side Illustration -->\n\t\t\n\t\t<!-- Cloud Illustration -->\n\t\t\t\t\t<img decoding=\"async\" class=\"wp-block-offer__graphics wp-block-offer__cloud\" src=\"https:\/\/www.salesforce.com\/es\/blog\/wp-content\/themes\/salesforce-blog\/dist\/images\/offer-block\/offer-cloud-layout-two.png\" alt=\"\">\n\t\t\n\t<\/div>\n\n\n\n<h2 id=\"h-visibilidad-unificada-del-cliente-en-cualquier-plataforma\" class=\"wp-block-heading\">Visibilidad unificada del cliente en cualquier plataforma<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">La actividad comercial no se limita a un \u00fanico entorno de trabajo. Un ejecutivo puede revisar una cuenta en Salesforce, comentarla en Slack y sintetizar notas de reuni\u00f3n en herramientas como Claude.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Por este motivo, <a href=\"https:\/\/www.salesforce.com\/es\/data\/headless\/\">Data 360 Headless<\/a> conecta con la arquitectura AIforce presentada en Dreamforce:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Claudeforce:<\/strong> Incorpora datos en tiempo real de Sales Cloud y Slack directamente en Claude.<\/li>\n\n\n\n<li><strong>Slackforce:<\/strong> Traslada ese mismo contexto de confianza al entorno colaborativo de Slack.<\/li>\n\n\n\n<li><strong>Agentforce Coworker:<\/strong> Ejecuta flujos automatizados dentro de la propia plataforma central de Salesforce.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Adem\u00e1s, el <a href=\"https:\/\/www.salesforce.com\/news\/stories\/expanding-headless-360-enterprise-capabilities\/\">servidor Data 360 MCP<\/a> permite mapear campos, validar identidades y lanzar campa\u00f1as sin duplicar almacenamiento gracias a conexiones Zero Copy.<\/p>\n\n\n\n<div class=\"layout-astro wp-block-salesforce-blog-related-trail\">\n\n\t<img decoding=\"async\" class=\"related-trail__illustration related-trail__cloud\" src=\"https:\/\/www.salesforce.com\/es\/blog\/wp-content\/themes\/salesforce-blog\/dist\/images\/related-trail-cloud-layout-astro.png\" alt=\"\">\n\n\t\n\t<img decoding=\"async\" class=\"related-trail__illustration related-trail__background\" src=\"https:\/\/www.salesforce.com\/es\/blog\/wp-content\/themes\/salesforce-blog\/dist\/images\/related-trail-background-layout-astro.png\" alt=\"\">\n\n\t<div class=\"related-trail__wrapper\">\n\t\t<div class=\"related-trail__content\">\n\t\t\t\n<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewbox=\"0 0 345.8 82.8\" aria-hidden=\"true\" class=\"related-trail__logo\"><path fill=\"#1d3767\" d=\"M96.6 33h9v22.6h4.8V33h8.8v-4.3H96.6zm49.8 5.3c0-5.7-3.6-9.6-10.8-9.6H127v27h4.8v-7.9h3l2.3-.1 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class=\"wp-block-related-trail__title\"><strong>Empiece con AIforce<\/strong><\/h2>\n\t\t\t<p>Aprenda los conceptos y casos de uso para llevar las capacidades de Salesforce a cualquier interacci\u00f3n o superficie ag\u00e9ntica.<\/p>\n\t\t\t\n\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/trailhead.salesforce.com\/es\/content\/learn\/trails\/get-started-with-aiforce\">Empezar ahora<\/a><\/div>\n\n\t\t<\/div>\n\t\t<div class=\"related-trail__mock\">\n\t\t\t<div class=\"related-trail__points\">+6.100 puntos<\/div>\n\t\t\t<div class=\"related-trail__eyebrow\">Trail<\/div>\n\t\t\t<p class=\"related-trail__trail-title h3\">Empiece con AIforce<\/p>\n\t\t\t<p class=\"related-trail__trail-description\"><\/p>\n\t\t\t<div class=\"related-trail__actions\">\n\t\t\t\t<div class=\"related-trail__action\">\n<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" fill=\"none\" viewbox=\"0 0 10 10\" aria-hidden=\"true\"><path fill=\"#747474\" fill-rule=\"evenodd\" d=\"m4.93.69.88 2.88c.04.12.16.18.27.18h2.89c.29 0 .4.38.17.56L6.79 6.04c-.1.07-.13.2-.1.32l1.12 2.96c.08.27-.2.5-.44.33L4.85 7.77c-.1-.08-.23-.08-.34 0L1.97 9.65a.29.29 0 0 1-.45-.33L2.6 6.36a.3.3 0 0 0-.1-.32L.17 4.3c-.23-.18-.1-.56.17-.56h2.89c.13 0 .23-.04.27-.18l.9-2.9c.08-.27.46-.25.54.02Z\" clip-rule=\"evenodd\" \/><\/svg>\n<\/div>\n\t\t\t\t<div class=\"related-trail__action\">\n<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" fill=\"none\" viewbox=\"0 0 9 5\" aria-hidden=\"true\"><path fill=\"#747474\" d=\"M4.16 4.5.26 0h7.8z\" \/><\/svg>\n<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t<\/div>\n\n\t<img decoding=\"async\" class=\"related-trail__illustration related-trail__foreground\" src=\"https:\/\/www.salesforce.com\/es\/blog\/wp-content\/themes\/salesforce-blog\/dist\/images\/related-trail-foreground-layout-astro.png\" alt=\"\">\n\t<img decoding=\"async\" class=\"related-trail__illustration related-trail__parks\" src=\"https:\/\/www.salesforce.com\/es\/blog\/wp-content\/themes\/salesforce-blog\/dist\/images\/related-trail-parks-layout-astro.png\" alt=\"\">\n\n<\/div>\n\n\n\n<h2 id=\"h-los-5-pilares-para-evaluar-la-comprension-de-un-agente\" class=\"wp-block-heading\">Los 5 pilares para evaluar la comprensi\u00f3n de un agente<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Antes de implementar agentes aut\u00f3nomos en su organizaci\u00f3n, conviene auditar si disponen de los cinco elementos esenciales destacados en Dreamforce:<\/p>\n\n\n\n<ol start=\"1\" class=\"wp-block-list\">\n<li><strong>Datos:<\/strong> Disponer de una visi\u00f3n 360 actualizada, veraz y compartida de cada cliente.<\/li>\n\n\n\n<li><strong>Acceso eficiente:<\/strong> Localizar la informaci\u00f3n requerida mediante arquitecturas RAG.<\/li>\n\n\n\n<li><strong>Sem\u00e1ntica:<\/strong> Interpretar las definiciones operativas del negocio (por ejemplo, los criterios para calificar a una cuenta activa).<\/li>\n\n\n\n<li><strong>Memoria:<\/strong> Mantener registros y acuerdos convalidados en interacciones pasadas.<\/li>\n\n\n\n<li><strong>Gobernanza:<\/strong> Asegurar permisos estrictos sobre qui\u00e9n accede a cada dato y con qu\u00e9 prop\u00f3sito.<\/li>\n<\/ol>\n\n\n<div class=\"wp-block-quote-article\" style=\"\"><div class=\"wp-block-quote-social-wrapper\"><figure class=\"wp-block-quote-article-quote\">\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\"><br><em>Resolvimos los silos de datos, pero acabamos creando silos de agentes donde cada uno tiene su propia memoria y contexto. Los agentes necesitan alinearse bajo estos cinco pilares para no fragmentar el negocio<\/em>.<\/p>\n<\/blockquote>\n<span class=\"citation-role\"><br>Muralidhar Krishnaprasad (MK), Presidente y CTO, Plataforma C360, Apps, Industrias y Agentforce<\/span>\n<div class=\"post__social post__social--v2 post__social--blockquote\">\n\n\t\n\t<ul class=\"social-nav social-nav-v2\">\n\t\t\t\t\t<li class=\"social-nav__item\">\n\t\t\t\t<a\n\t\t\t\t\taria-label=\"Compartir en LinkedIn (se abre en una nueva pesta\u00f1a)\"\n\t\t\t\t\thref=\"http:\/\/www.linkedin.com\/shareArticle?mini=true&#038;url=https%3A%2F%2Fwww.salesforce.com%2Fes%2Fblog%2Fwhy-your-ai-needs-trusted-context-data-360%2F%3Futm_source%3DLinkedIn%26utm_medium%3Dorganic_social%26utm_campaign%3Dus_cbaw%26utm_content%3Dblog-ctt&#038;title=Desentra%C3%B1ando%20Dreamforce%3A%20por%20qu%C3%A9%20su%20IA%20necesita%20contexto%20de%20confianza\"\n\t\t\t\t\ttarget=\"_blank\"\n\t\t\t\t>\n\t\t\t\t\t\n<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"21\" height=\"21\" fill=\"none\"><path fill=\"#032D60\" d=\"M16.625 0H4.375A4.375 4.375 0 0 0 0 4.375v12.25A4.375 4.375 0 0 0 4.375 21h12.25A4.375 4.375 0 0 0 21 16.625V4.375A4.375 4.375 0 0 0 16.625 0M7 16.625H4.375V7H7zM5.687 5.89a1.54 1.54 0 0 1-1.53-1.543c0-.852.685-1.544 1.53-1.544.846 0 1.532.692 1.532 1.544S6.534 5.89 5.687 5.89M17.5 16.625h-2.625v-4.903c0-2.947-3.5-2.724-3.5 0v4.903H8.75V7h2.625v1.544c1.222-2.262 6.125-2.43 6.125 2.167z\" \/><\/svg>\n\t\t\t\t<\/a>\n\t\t\t<\/li>\n\t\t\t\t\t<li class=\"social-nav__item\">\n\t\t\t\t<a\n\t\t\t\t\taria-label=\"Compartir en Twitter (se abre en una nueva pesta\u00f1a)\"\n\t\t\t\t\thref=\"https:\/\/x.com\/intent\/tweet?text=Desentra%C3%B1ando%20Dreamforce%3A%20por%20qu%C3%A9%20su%20IA%20necesita%20contexto%20de%20confianza&#038;url=https%3A%2F%2Fwww.salesforce.com%2Fes%2Fblog%2Fwhy-your-ai-needs-trusted-context-data-360%2F%3Futm_source%3DTwitter%26utm_medium%3Dorganic_social%26utm_campaign%3Dus_cbaw%26utm_content%3Dblog-ctt&#038;via=salesforce\"\n\t\t\t\t\ttarget=\"_blank\"\n\t\t\t\t>\n\t\t\t\t\t\n<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"32\" height=\"32\" fill=\"#032D60\" viewbox=\"0 0 32 32\"><path d=\"M17.4 14.8 23 8.3h-1.3L16.8 14 13 8.3H8.5l5.9 8.5-5.9 6.8h1.3l5.1-6 4.1 6h4.5zm-1.8 2.1-.6-.8-4.7-6.8h2l3.8 5.5.6.8 5 7.1h-2z\" \/><\/svg>\n\t\t\t\t<\/a>\n\t\t\t<\/li>\n\t\t\t\t\t<li class=\"social-nav__item\">\n\t\t\t\t<a\n\t\t\t\t\taria-label=\"Compartir en Facebook (se abre en una nueva pesta\u00f1a)\"\n\t\t\t\t\thref=\"https:\/\/www.facebook.com\/sharer\/sharer.php?u=https%3A%2F%2Fwww.salesforce.com%2Fes%2Fblog%2Fwhy-your-ai-needs-trusted-context-data-360%2F%3Futm_source%3DFacebook%26utm_medium%3Dorganic_social%26utm_campaign%3Dus_cbaw%26utm_content%3Dblog-ctt\"\n\t\t\t\t\ttarget=\"_blank\"\n\t\t\t\t>\n\t\t\t\t\t\n<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"19\" height=\"19\" fill=\"none\"><path fill=\"#032D60\" d=\"M19 9.5a9.5 9.5 0 0 0-19 0c0 4.742 3.474 8.672 8.016 9.385v-6.639H5.604V9.5h2.412V7.407c0-2.38 1.418-3.696 3.588-3.696 1.04 0 2.127.185 2.127.185v2.338h-1.198c-1.18 0-1.549.733-1.549 1.484V9.5h2.635l-.421 2.746h-2.214v6.639C15.526 18.172 19 14.242 19 9.5\" \/><\/svg>\n\t\t\t\t<\/a>\n\t\t\t<\/li>\n\t\t\n\t\t<li class=\"social-nav__item\">\n\t\t\t<button\n\t\t\t\tclass=\"copy-share js-copy-link\"\n\t\t\t\taria-label=\"Copy link to clipboard\"\n\t\t\t\thref=\"#\"\n\t\t\t\tdata-clipboard-text='\"Desentra\u00f1ando Dreamforce: por qu\u00e9 su IA necesita contexto de confianza\" https:\/\/www.salesforce.com\/es\/blog\/why-your-ai-needs-trusted-context-data-360\/'\n\t\t\t>\n\t\t\t\t\n<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20\" height=\"10\" fill=\"none\"><path fill=\"#032D60\" d=\"M14.586.406h-3.667V2.24h3.667a2.76 2.76 0 0 1 2.75 2.75 2.76 2.76 0 0 1-2.75 2.75h-3.667v1.833h3.667a4.585 4.585 0 0 0 4.583-4.583A4.585 4.585 0 0 0 14.586.406m-5.5 7.334H5.419a2.76 2.76 0 0 1-2.75-2.75 2.76 2.76 0 0 1 2.75-2.75h3.667V.406H5.419A4.585 4.585 0 0 0 .836 4.99a4.585 4.585 0 0 0 4.583 4.583h3.667zm-2.75-3.667h7.333v1.833H6.336z\" \/><\/svg>\n\t\t\t<\/button>\n\t\t<\/li>\n\t<\/ul>\n<\/div>\n<\/figure><\/div><\/div>\n\n\n<h3 id=\"h-hoja-de-ruta-practica-prueba-piloto-en-cuatro-semanas\" class=\"wp-block-heading\"><br><strong>Hoja de ruta pr\u00e1ctica: prueba piloto en cuatro semanas<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Para verificar el impacto del contexto de confianza con datos reales, recomendamos ejecutar un proyecto acotado de cuatro semanas centrado en resolver un punto de fricci\u00f3n del cliente:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Semana 1 (Definici\u00f3n de objetivos):<\/strong> Re\u00fana a los responsables de campa\u00f1a y de gesti\u00f3n de datos. De este modo, audite los tiempos actuales de preparaci\u00f3n de listas y establezca las m\u00e9tricas de precisi\u00f3n a alcanzar.<\/li>\n\n\n\n<li><strong>Semana 2 (Integraci\u00f3n de fuentes):<\/strong> Conecte las incidencias del \u00e1rea de soporte con los registros comerciales. Asimismo, confirme que los permisos de acceso de usuarios y agentes cumplan las pol\u00edticas de seguridad.<\/li>\n\n\n\n<li><strong>Semana 3 (Validaci\u00f3n en escenarios reales):<\/strong> Eval\u00fae si la segmentaci\u00f3n excluye autom\u00e1ticamente a clientes con casos abiertos. En consecuencia, corrija discrepancias antes de extender el uso del modelo.<\/li>\n\n\n\n<li><strong>Semana 4 (Medici\u00f3n de resultados):<\/strong> Compare la precisi\u00f3n alcanzada y el tiempo ahorrado respecto al punto de partida. Por consiguiente, estos datos permitir\u00e1n decidir si escalar el piloto o ajustar la parametrizaci\u00f3n t\u00e9cnica.<\/li>\n<\/ul>\n\n\n\n<h2 id=\"h-el-contexto-como-ventaja-competitiva\" class=\"wp-block-heading\">El contexto como ventaja competitiva<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">La eficacia de la IA depende de la calidad de sus datos. Por lo tanto, un contexto de confianza con Data 360 es clave para convertir interacciones aisladas en relaciones duraderas y rentables.<\/p>\n\n\n\n<div class=\"layout-two wp-block-salesforce-blog-offer\">\n\t<div class=\"wp-block-offer__wrapper\">\n\n\t\t<div class=\"wp-block-offer__content\">\n\t\t\t<h2 class=\"wp-block-offer__title\">\u00bfAlguna pregunta?<br>Nosotros le ayudamos<\/h2>\n\t\t\t\n\t\t\t\n\t\t\t\t\t\t\t<div class=\"wp-block-button\">\n\t\t\t\t\t<a class=\"wp-block-button__link\" target=\"_self\" href=\"https:\/\/www.salesforce.com\/es\/company\/contact-us\/?icid=SFBLOG:offer-blog:701ed00001RZ8E0AAL&#038;nc=701ed00001RZ8E0AAL\">Contactar<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\n\t\t<div class=\"wp-block-offer__media\">\n\t\t\t\t\t<\/div>\n\t<\/div>\n\n\t\t\t<div class=\"wp-block-offer__graphics wp-block-offer__contour\"><\/div>\n\t\n\t\t\t<!-- Standard Illustration -->\n\t\t<img decoding=\"async\" class=\"wp-block-offer__graphics wp-block-offer__illustration\" src=\"https:\/\/www.salesforce.com\/es\/blog\/wp-content\/themes\/salesforce-blog\/dist\/images\/offer-block\/offer-illustration-layout-two.png\" alt=\"\">\n\n\t\t<!-- Small Accent Illustration -->\n\t\t\t\t\t<img decoding=\"async\" class=\"wp-block-offer__graphics wp-block-offer__accent\" src=\"https:\/\/www.salesforce.com\/es\/blog\/wp-content\/themes\/salesforce-blog\/dist\/images\/offer-block\/offer-accent-layout-two.png\" alt=\"\">\n\t\t\n\t\t<!-- Left Side Illustration -->\n\t\t\n\t\t<!-- Cloud Illustration -->\n\t\t\t\t\t<img decoding=\"async\" class=\"wp-block-offer__graphics wp-block-offer__cloud\" src=\"https:\/\/www.salesforce.com\/es\/blog\/wp-content\/themes\/salesforce-blog\/dist\/images\/offer-block\/offer-cloud-layout-two.png\" alt=\"\">\n\t\t\n\t<\/div>\n\n\n\n<h2 class=\"wp-block-heading has-text-align-center\" id=\"h-preguntas-frecuentes\">Preguntas frecuentes<\/h2>\n\n\n<div class=\"accordion \">\n\t\n\n<button class=\"accordion-header\" type=\"button\">\u00bfQu\u00e9 se entiende por contexto de confianza en la IA?<\/button>\n<div class=\"accordion-content\">\n\t\n\n<p class=\"wp-block-paragraph\">Es el marco que combina datos unificados en tiempo real, permisos de acceso verificados y reglas de negocio para que los agentes operen sin contradicciones.<\/p>\n\n<\/div>\n\n\n\n<button class=\"accordion-header\" type=\"button\">\u00bfC\u00f3mo ayuda Data 360 a evitar ofertas comerciales inoportunas?<\/button>\n<div class=\"accordion-content\">\n\t\n\n<p class=\"wp-block-paragraph\">Conecta las interacciones de soporte t\u00e9cnico con los canales de ventas, permitiendo que la IA identifique reclamaciones abiertas antes de sugerir promociones.<\/p>\n\n<\/div>\n\n\n\n<button class=\"accordion-header\" type=\"button\">\u00bfQu\u00e9 aporta la conexi\u00f3n Zero Copy en arquitecturas de agentes?<\/button>\n<div class=\"accordion-content\">\n\t\n\n<p class=\"wp-block-paragraph\">Permite que los agentes consulten y procesen datos alojados en plataformas externas sin necesidad de duplicar ni mover la informaci\u00f3n entre sistemas.<\/p>\n\n<\/div>\n\n<\/div> <!-- \/.accordion -->\n","protected":false},"excerpt":{"rendered":"<p>Imagine pedirle a un agente de IA una oferta comercial para un cliente fidelizado. El sistema sugiere el producto ideal, sin embargo, ignora una incidencia de soporte abierta desde hace una semana. Cualquier&hellip;<\/p>\n","protected":false},"author":517,"featured_media":14005,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"sf_justforyou_enable_alt":true,"optimizely_content_id":"0af0cbedcc1b41d08e5d3e1ec4f1d7ac","post_meta_title":"","ai_synopsis":"","_sf_experience":"","_jetpack_feature_clip_id":0,"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"sf_topic":[645,705],"sf_content_type":[],"blog":[],"coauthors":[118],"class_list":["post-14002","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","sf_topic-data-culture-2","sf_topic-data"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v28.2 (Yoast SEO v28.2) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Contexto de confianza en IA: claves de Dreamforce | Salesforce<\/title>\n<meta name=\"description\" content=\"Descubra qu\u00e9 es el contexto de confianza, por qu\u00e9 la IA lo necesita para interactuar con clientes y c\u00f3mo aplicarlo con Data 360 y Agentforce.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.salesforce.com\/es\/blog\/why-your-ai-needs-trusted-context-data-360\/\" \/>\n<meta property=\"og:locale\" content=\"es_ES\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Desentra\u00f1ando Dreamforce: por qu\u00e9 su IA necesita contexto de confianza\" \/>\n<meta property=\"og:description\" content=\"Un contexto de confianza evita errores comerciales al unificar datos de ventas, incidencias de soporte y consentimiento. 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