{"id":437,"date":"2026-03-15T11:49:45","date_gmt":"2026-03-15T10:49:45","guid":{"rendered":"https:\/\/adrianespes.com\/?p=437"},"modified":"2026-03-15T11:49:46","modified_gmt":"2026-03-15T10:49:46","slug":"copilot-control-system-gobernanza-ia","status":"publish","type":"post","link":"http:\/\/adrianespes.com\/en\/copilot-control-system-gobernanza-ia\/","title":{"rendered":"Copilot Control System: c\u00f3mo Microsoft quiere que gobernemos la IA (y por qu\u00e9 te deber\u00eda importar)"},"content":{"rendered":"<figure class=\"wp-block-image aligncenter size-large is-resized\"><img decoding=\"async\" width=\"1024\" height=\"683\" data-sizes=\"(max-width: 1024px) 100vw, 1024px\" data-src=\"https:\/\/adrianespes4507.live-website.com\/wp-content\/uploads\/2026\/03\/Cabecera-1024x683.webp\" alt=\"\" class=\"wp-image-438 lazyload\" style=\"--smush-placeholder-width: 1024px; --smush-placeholder-aspect-ratio: 1024\/683;aspect-ratio:1.4993131613142752;object-fit:cover;width:541px\" data-srcset=\"https:\/\/adrianespes.com\/wp-content\/uploads\/2026\/03\/Cabecera-1024x683.webp 1024w, https:\/\/adrianespes.com\/wp-content\/uploads\/2026\/03\/Cabecera-300x200.webp 300w, https:\/\/adrianespes.com\/wp-content\/uploads\/2026\/03\/Cabecera-768x512.webp 768w, https:\/\/adrianespes.com\/wp-content\/uploads\/2026\/03\/Cabecera.webp 1536w\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">El que me conozca, poco o mucho (en ocasiones soy como un libro abierto), sabr\u00e1 que profesionalmente me he desarrollado en diferentes sectores y facetas. Comenc\u00e9 en el mundo <em>retail<\/em> y termin\u00e9 en la consultor\u00eda tecnol\u00f3gica o IT.<br>Pero no va de eso esta entrada. Si quieres conocerme m\u00e1s, ya sabes que estoy a un DM en LinkedIn.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Hoy quiero hablar de algo que, sin exagerar, me apasiona: <strong>Seguridad, Gobernanza y Control<\/strong>. No porque suene bonito, sino porque lo he vivido muy de cerca. Seguramente esto se origin\u00f3 en mi etapa como Auditor de Calidad y se consolid\u00f3 en los dos a\u00f1os en los que fui gestor del sistema ISO 27001. De ah\u00ed hered\u00e9 una obsesi\u00f3n sana: <strong>entender qui\u00e9n puede hacer qu\u00e9, con qu\u00e9 datos, cu\u00e1ndo, por qu\u00e9 y bajo qu\u00e9 condiciones<\/strong>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Y si est\u00e1s por aqu\u00ed, seguramente ya te suene que actualmente estoy muy centrado en consultor\u00eda tecnol\u00f3gica (Microsoft 365 y Copilot). Para algunos esto sonar\u00e1 a bostezo; para otros como yo, es apasionante. Estoy viendo desde dentro c\u00f3mo muchas organizaciones est\u00e1n transformando su forma de trabajar gracias a la IA generativa. Y claro, cuando mezclas transformaci\u00f3n digital con gobernanza\u2026 empiezan las preguntas serias.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u00bfPor qu\u00e9 todo esto importa?<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Toda mi experiencia previa me hizo darme cuenta de algo: <strong>hemos dado demasiado poder a las tecnol\u00f3gicas sin hacernos demasiadas preguntas<\/strong>. Les dimos nuestros datos personales, profesionales, educativos\u2026 casi sin pensarlo.<br>Ahora con la IA, ese poder se multiplica.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Y aqu\u00ed es donde viene lo importante: <strong>si la IA entra en una organizaci\u00f3n sin control, sin pol\u00edticas claras y sin entender c\u00f3mo funciona<\/strong>, no est\u00e1s implantando IA, est\u00e1s implantando <em>riesgo<\/em>. Del grande.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">As\u00ed que centremos el mensaje: <strong>\u00bfqu\u00e9 est\u00e1 haciendo Microsoft para que podamos gobernar la IA?<\/strong><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u00bfQu\u00e9 es Copilot Control System?<\/h2>\n\n\n\n<figure class=\"wp-block-image aligncenter size-large is-resized\"><img decoding=\"async\" width=\"1024\" height=\"683\" data-sizes=\"(max-width: 1024px) 100vw, 1024px\" data-src=\"https:\/\/adrianespes4507.live-website.com\/wp-content\/uploads\/2026\/03\/Pilares-1024x683.webp\" alt=\"\" class=\"wp-image-439 lazyload\" style=\"--smush-placeholder-width: 1024px; --smush-placeholder-aspect-ratio: 1024\/683;width:541px\" data-srcset=\"https:\/\/adrianespes.com\/wp-content\/uploads\/2026\/03\/Pilares-1024x683.webp 1024w, https:\/\/adrianespes.com\/wp-content\/uploads\/2026\/03\/Pilares-300x200.webp 300w, https:\/\/adrianespes.com\/wp-content\/uploads\/2026\/03\/Pilares-768x512.webp 768w, https:\/\/adrianespes.com\/wp-content\/uploads\/2026\/03\/Pilares.webp 1536w\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">Lo habr\u00e1s visto en alg\u00fan anuncio, evento o documento, o te lo habr\u00e1s preguntado directamente:<br><strong>\u00bfqu\u00e9 ofrece Microsoft para ayudarnos a securizar, gobernar y gestionar la IA de forma seria?<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Pues de ah\u00ed nace <strong>Copilot Control System<\/strong>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Y ojo, que esto es importante:<br>\ud83d\udc49 <strong>no es otra herramienta<\/strong>,<br>\ud83d\udc49 <strong>no es un portal nuevo<\/strong>,<br>\ud83d\udc49 <strong>no es un panel oculto<\/strong>,<br>\ud83d\udc49 <strong>no es un producto que tengas que contratar<\/strong>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Es <strong>un marco de gesti\u00f3n<\/strong>, un conjunto de responsabilidades, decisiones, procesos y controles que Microsoft considera que cualquier organizaci\u00f3n debe tener si quiere trabajar con IA de forma segura, gobernada y escalable.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Y se apoya en herramientas que ya existen:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Centro de Administraci\u00f3n de Microsoft 365<\/li>\n\n\n\n<li>Purview<\/li>\n\n\n\n<li>Centro de administraci\u00f3n de Power Platform<\/li>\n\n\n\n<li>Microsoft Entra ID<\/li>\n\n\n\n<li><em>(Y sumando: en el momento de escribir esto, se acaba de anunciar Agent 365 en Wave 3)<\/em><\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Todo eso junto conforma la base operativa del Copilot Control System.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Los tres pilares del Copilot Control System (explicados de verdad)<\/h2>\n\n\n\n<figure class=\"wp-block-image aligncenter size-large is-resized\"><img decoding=\"async\" width=\"1024\" height=\"683\" data-sizes=\"(max-width: 1024px) 100vw, 1024px\" data-src=\"https:\/\/adrianespes4507.live-website.com\/wp-content\/uploads\/2026\/03\/Pilares-1-1024x683.webp\" alt=\"\" class=\"wp-image-440 lazyload\" style=\"--smush-placeholder-width: 1024px; --smush-placeholder-aspect-ratio: 1024\/683;width:541px;height:auto\" data-srcset=\"https:\/\/adrianespes.com\/wp-content\/uploads\/2026\/03\/Pilares-1-1024x683.webp 1024w, https:\/\/adrianespes.com\/wp-content\/uploads\/2026\/03\/Pilares-1-300x200.webp 300w, https:\/\/adrianespes.com\/wp-content\/uploads\/2026\/03\/Pilares-1-768x512.webp 768w, https:\/\/adrianespes.com\/wp-content\/uploads\/2026\/03\/Pilares-1.webp 1536w\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">Aqu\u00ed es donde antes \u201cfaltaba chicha\u201d. Vamos a poner contexto.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Microsoft no habla de pilares por est\u00e9tica. Habla de pilares porque representan <strong>las tres responsabilidades fundamentales<\/strong> que una organizaci\u00f3n debe tener claras para desplegar IA sin sustos:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>Seguridad y Gobernanza<\/strong><\/li>\n\n\n\n<li><strong>Controles de Gesti\u00f3n<\/strong><\/li>\n\n\n\n<li><strong>M\u00e9tricas y Reporting<\/strong><\/li>\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\">Cada pilar es una capa que responde a una pregunta distinta:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u00bfLa IA es segura?<\/strong><\/li>\n\n\n\n<li><strong>\u00bfLa IA est\u00e1 bajo control?<\/strong><\/li>\n\n\n\n<li><strong>\u00bfLa IA aporta valor?<\/strong><\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Vamos uno por uno.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Pilar 1 &#8211; Seguridad y Gobernanza<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Este es el pilar que responde a la pregunta <strong>\u201c\u00bftenemos la IA bajo control y es segura?\u201d<\/strong>.<br>Si fallas aqu\u00ed, lo dem\u00e1s da igual.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">En este pilar decides:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>qu\u00e9 modelos de IA est\u00e1n permitidos (GPT, Anthropic, etc.),<\/li>\n\n\n\n<li>c\u00f3mo se tratan los subprocesadores y d\u00f3nde van los datos,<\/li>\n\n\n\n<li>qu\u00e9 acciones pueden usar los usuarios (crear agentes, usar Copilot en Edge, anclar Copilot\u2026),<\/li>\n\n\n\n<li>si tienes investigaci\u00f3n y auditor\u00eda disponible en Purview,<\/li>\n\n\n\n<li>c\u00f3mo proteges los datos empresariales para que Copilot no filtre informaci\u00f3n por accidente.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Es la parte m\u00e1s \u201ciso27001era\u201d del sistema: es donde decides reglas, permisos, accesos, riesgos y l\u00edmites.<br>Es decir: <strong>la defensa de tu organizaci\u00f3n frente a un uso descontrolado de la IA<\/strong>.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Pilar 2 &#8211; Controles de gesti\u00f3n<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Aqu\u00ed hablamos de la parte pr\u00e1ctica del d\u00eda a d\u00eda: <strong>costes, licencias, accesos y capacidades<\/strong>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Porque implantar Copilot suena muy bien, pero si no sabes qui\u00e9n consume qu\u00e9, si tienes o no sobrecostes, qui\u00e9n ha creado agentes o si Copilot Studio est\u00e1 demasiado abierto\u2026 la cosa se puede complicar.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">En este pilar decides:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>licencias disponibles y asignaciones,<\/li>\n\n\n\n<li>pago por uso y consumos,<\/li>\n\n\n\n<li>capacidades de Copilot Studio (qui\u00e9n crea, qui\u00e9n publica, qui\u00e9n comparte),<\/li>\n\n\n\n<li>accesos a herramientas y contenidos.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Y algo importante que pocas veces se dice:<br>\ud83d\udc49 <strong>Copilot accede a todo lo que t\u00fa puedes ver como usuario<\/strong>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Por eso Microsoft asigna autom\u00e1ticamente <strong>SharePoint Advanced Management<\/strong>, para que puedas controlar qu\u00e9 sitios y bibliotecas est\u00e1n realmente expuestos.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Pilar 3 &#8211; M\u00e9tricas y Reporting<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Este pilar responde a la pregunta:<br><strong>\u00bfestamos aprovechando Copilot o estamos tirando dinero?<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Aqu\u00ed no hablamos de permisos ni licencias, sino de <strong>datos<\/strong>:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>m\u00e9tricas avanzadas en Viva (res\u00famenes, reuniones asistidas, uso global),<\/li>\n\n\n\n<li>actividad de agentes,<\/li>\n\n\n\n<li>n\u00famero de prompts enviados,<\/li>\n\n\n\n<li>d\u00edas activos,<\/li>\n\n\n\n<li>qu\u00e9 aplicaciones de Microsoft 365 est\u00e1n usando m\u00e1s IA,<\/li>\n\n\n\n<li>informes del MAC para seguir la adopci\u00f3n.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Importante:<br>\ud83d\udc49 <strong>Siempre agregadas<\/strong>, nunca por usuario individual (privacidad).<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Este pilar te permite saber si la organizaci\u00f3n est\u00e1 adoptando la IA de forma real, d\u00f3nde necesitas m\u00e1s formaci\u00f3n y si la inversi\u00f3n est\u00e1 generando retorno.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Decisiones estrat\u00e9gicas (las que no puedes esquivar seg\u00fan mi punto de vista)<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Copilot Control System no es solo \u201ctres pilares\u201d. Es tambi\u00e9n una llamada a decisiones que afectan directamente al riesgo de tu organizaci\u00f3n.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Estas son las m\u00e1s importantes:<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">1. Activar o no la b\u00fasqueda web en Copilot<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Sin web search, Copilot puede trabajar con informaci\u00f3n desactualizada.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">El \u00faltimo modelo lanzado la <strong>semana del 5 de marzo<\/strong> est\u00e1 entrenado con datos previos; si preguntas algo general, te puede dar informaci\u00f3n antigua.<br>Activar web search es clave si no quieres respuestas obsoletas.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">2. Uso y creaci\u00f3n de agentes<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Aqu\u00ed no basta con decidir \u201cqui\u00e9n usa agentes\u201d.<br>Tambi\u00e9n importa \u201cqui\u00e9n los crea\u201d y \u201cqui\u00e9n los comparte\u201d.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Mi recomendaci\u00f3n por experiencia real:<br>\ud83d\udc49 <strong>empieza con un grupo reducido<\/strong><br>\ud83d\udc49 y ampl\u00eda con cabeza.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Si no, acabar\u00e1s con 200 agentes duplicados o abandonados. Esto solo por decirte una cifra.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">3. Subprocesadores de IA<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Aqu\u00ed entramos en un tema delicado: <strong>d\u00f3nde residen los datos y qui\u00e9n procesa qu\u00e9<\/strong>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Ejemplo real:<br>\ud83d\udc49 el modelo de Anthropic <strong>no asegura EU Data Boundary<\/strong>, de momento.<br>Sus CPD est\u00e1n fuera de la UE.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Esto es una decisi\u00f3n estrat\u00e9gica, no t\u00e9cnica.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Mirando al futuro<\/h2>\n\n\n\n<figure class=\"wp-block-image aligncenter size-large is-resized\"><img decoding=\"async\" width=\"1024\" height=\"683\" data-sizes=\"(max-width: 1024px) 100vw, 1024px\" data-src=\"https:\/\/adrianespes4507.live-website.com\/wp-content\/uploads\/2026\/03\/Futuro-1024x683.webp\" alt=\"\" class=\"wp-image-441 lazyload\" style=\"--smush-placeholder-width: 1024px; --smush-placeholder-aspect-ratio: 1024\/683;width:541px\" data-srcset=\"https:\/\/adrianespes.com\/wp-content\/uploads\/2026\/03\/Futuro-1024x683.webp 1024w, https:\/\/adrianespes.com\/wp-content\/uploads\/2026\/03\/Futuro-300x200.webp 300w, https:\/\/adrianespes.com\/wp-content\/uploads\/2026\/03\/Futuro-768x512.webp 768w, https:\/\/adrianespes.com\/wp-content\/uploads\/2026\/03\/Futuro.webp 1536w\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">Vivimos en un mundo cambiante. Los controles evolucionan y aparecen nuevas herramientas para gobernar IA.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">En este momento entra en juego <strong>Agent 365<\/strong>, un componente que sumar\u00e1 nuevas capacidades al marco. Compartir\u00e9 mi an\u00e1lisis m\u00e1s adelante, porque dar\u00e1 para otra entrada entera.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Lo importante aqu\u00ed es que para que la IA funcione de verdad necesitas:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>roles claros,<\/li>\n\n\n\n<li>procesos de gesti\u00f3n,<\/li>\n\n\n\n<li>segmentaci\u00f3n de entornos (especialmente Power Platform),<\/li>\n\n\n\n<li>y una visi\u00f3n estrat\u00e9gica, no solo t\u00e9cnica.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Insights finales (resumen para quien quiera irse ya)<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Con Copilot Control System, la IA es <strong>segura<\/strong>.<\/li>\n\n\n\n<li>Con Copilot Control System, la IA es <strong>gobernable<\/strong>.<\/li>\n\n\n\n<li>Con Copilot Control System, la IA es <strong>medible<\/strong>.<\/li>\n\n\n\n<li>Y, lo m\u00e1s importante: <strong>es escalable<\/strong> con un modelo operativo claro.<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p class=\"wp-block-paragraph\">En definitiva, <strong>Copilot Control System no es solo seguridad o controles<\/strong>: es una oportunidad para transformar c\u00f3mo trabajamos con IA y, sobre todo, para hacerlo de manera responsable. Si tu organizaci\u00f3n quiere avanzar con una base s\u00f3lida, este marco es un buen punto de partida.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Si quieres revisar la informaci\u00f3n oficial, tienes toda la documentaci\u00f3n aqu\u00ed:<br>\ud83d\udc49 <a href=\"https:\/\/adoption.microsoft.com\/es-es\/copilot\/control-system\/\">https:\/\/adoption.microsoft.com\/es-es\/copilot\/control-system\/<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Y si te apetece profundizar m\u00e1s, aplicarlo a tu organizaci\u00f3n o simplemente comentarlo juntos, ya sabes d\u00f3nde encontrarme. Estar\u00e9 encantado de ayudarte.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>","protected":false},"excerpt":{"rendered":"<p>El que me conozca, poco o mucho (en ocasiones soy como un libro abierto), sabr\u00e1 que profesionalmente me he desarrollado en diferentes sectores y facetas. Comenc\u00e9 en el mundo retail [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":438,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center 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