{"id":4419770,"date":"2025-08-20T16:44:08","date_gmt":"2025-08-20T14:44:08","guid":{"rendered":"https:\/\/www.deptagency.com\/insight\/roadmap-ai-commerce-today-tomorrow-next-decade\/"},"modified":"2025-12-12T20:00:22","modified_gmt":"2025-12-12T18:00:22","slug":"hoja-de-ruta-para-el-comercio-con-ia-hoy-manana-y-la-proxima-decada","status":"publish","type":"article","link":"https:\/\/www.deptagency.com\/latam\/insight\/hoja-de-ruta-para-el-comercio-con-ia-hoy-manana-y-la-proxima-decada\/","title":{"rendered":"Hoja de ruta para el comercio con IA: hoy, ma\u00f1ana y la pr\u00f3xima d\u00e9cada"},"content":{"rendered":"<div class=\"block-insight-intro\">\n\t<div\n\t\tclass=\"block-insight-intro__meta\"\n\t\tdata-animation=\"scale-fade\">\n\t\t<a\t\t\tclass=\"block-insight-intro__badge bg-refreshed-cyan\"\n\t\t\t\t\t\thref=\"https:\/\/www.deptagency.com\/latam\/todos-los-insights\/\"\n\t\t\t>\n\t\t\t<svg xmlns='http:\/\/www.w3.org\/2000\/svg' width='16' height='16' viewBox='0 0 16 16' fill='none'><mask id='3a72ca2e-6927-4b14-9d63-99a32ea39227' style='mask-type:alpha' maskUnits='userSpaceOnUse' x='0' y='0' width='16' height='16'><path fill='#D9D9D9' stroke='#fff' d='M.5.5h15v15H.5z'\/><\/mask><g mask='url(#3a72ca2e-6927-4b14-9d63-99a32ea39227)'><path d='M4.167 11.167H8.5v-1H4.167v1Zm6.666 0h1V4.834h-1v6.333ZM4.167 8.5H8.5v-1H4.167v1Zm0-2.667H8.5v-1H4.167v1Zm-1.295 7.834c-.337 0-.622-.117-.855-.35a1.163 1.163 0 0 1-.35-.855V3.539c0-.337.116-.622.35-.856.233-.233.518-.35.855-.35h10.256c.337 0 .622.117.855.35.234.234.35.519.35.856v8.923c0 .336-.116.622-.35.855-.233.233-.518.35-.855.35H2.872Zm0-1h10.256a.196.196 0 0 0 .141-.064.196.196 0 0 0 .064-.141V3.539a.196.196 0 0 0-.064-.141.195.195 0 0 0-.14-.065H2.871a.196.196 0 0 0-.141.065.196.196 0 0 0-.064.14v8.924c0 .051.021.098.064.14.043.043.09.065.14.065Z' fill='currentColor'\/><path d='M2.667 12.667V3.333m1.5 7.834H8.5v-1H4.167v1Zm6.666 0h1V4.834h-1v6.333ZM4.167 8.5H8.5v-1H4.167v1Zm0-2.667H8.5v-1H4.167v1Zm-1.295 7.834c-.337 0-.622-.117-.855-.35a1.163 1.163 0 0 1-.35-.855V3.539c0-.337.116-.622.35-.856.233-.233.518-.35.855-.35h10.256c.337 0 .622.117.855.35.234.234.35.519.35.856v8.923c0 .336-.116.622-.35.855-.233.233-.518.35-.855.35H2.872Zm0-1h10.256a.196.196 0 0 0 .141-.064.196.196 0 0 0 .064-.141V3.539a.196.196 0 0 0-.064-.141.195.195 0 0 0-.14-.065H2.871a.196.196 0 0 0-.141.065.196.196 0 0 0-.064.14v8.924c0 .051.021.098.064.14.043.043.09.065.14.065Z' stroke='currentColor' stroke-width='0.25' fill='none'\/><\/g><\/svg>\t\t\t<span class=\"text-sans-14\">\n\t\t\t\tInsights\t\t\t<\/span>\n\t\t<\/a>\n\t<\/div>\n\t<h1\tclass=\"text text-sans-60 block-insight-intro__title\"\n\tdata-animation=\"slide\" data-animation-target=\"words\" >Hoja de ruta para el comercio con IA: hoy, ma\u00f1ana y la pr\u00f3xima d\u00e9cada<\/h1><div class=\"author block-insight-intro__author\" data-animation=\"slide-fade\">\n\t\t\t<img\n\t\t\tclass=\"author__portrait\"\n\t\t\tsrc=\"https:\/\/www.deptagency.com\/wp-content\/uploads\/2024\/10\/Bridget-Fahrland-150x150.jpg\"\n\t\t\talt=\"Bridget Fahrland\"\n\t\t\/>\n\t\n\t<div class=\"author__text\">\n\t\tBridget Fahrland\t\t<br \/>\n\t\tVP of Applied AI\n\t\t\t<\/div>\n<\/div>\n\t<div class=\"block-insight-intro__insight-meta\" data-animation=\"slide-fade\">\n\t\t\t\t\t<div class=\"block-insight-intro__insight-meta-item\">\n\t\t\t\t<span class=\"block-insight-intro__insight-meta-label\">\n\t\t\t\t\tDate\t\t\t\t<\/span>\n\t\t\t\t<span>\n\t\t\t\t\tAugust 20, 2025\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t<\/div>\n\n\t<img\n\t\tsrc=\"https:\/\/www.deptagency.com\/wp-content\/uploads\/2025\/07\/Now-Next-Future-min.jpg\"\n\t\talt=\"Hoja de ruta para el comercio con IA: hoy, ma\u00f1ana y la pr\u00f3xima d\u00e9cada\"\n\t\tclass=\"block-insight-intro__featured-image\"\n\t\tdata-animation=\"scale-fade\">\n<\/div>\n\n<div\n\tclass=\"block-assets-and-copy js-block-assets-and-copy\"\n\tdata-variant=\"copy-only\"\n\tdata-content-align=\"start\"\n>\n\t<p\tclass=\"text text-sans-48 block-assets-and-copy__title\"\n\tdata-animation=\"slide\" data-animation-target=\"words\" >El ritmo de la innovaci\u00f3n en IA es asombroso, dejando a lxs l\u00edderes del comercio sinti\u00e9ndose atrapadxs en un torbellino de nuevas herramientas y tendencias.<\/p><div\tdata-animation=\"slide-fade\" data-animation-target=\"inner-items-separate\" data-animation-delay=\"0.15\" data-animation-stagger=\"0.2\" class=\"block-assets-and-copy__content\" >\n\t<p\tclass=\"text text-sans-24 block-assets-and-copy__text\"\n\t>Lo m\u00e1s desafiante es que la publicidad a menudo eclipsa lo que es realmente posible (y rentable) para tu marca hoy.<br><br>Por lo tanto, la clave es moverse con intenci\u00f3n y centrarse en aplicaciones del mundo real que generen impulso, creen una ventaja \u00fanica y te preparen para el futuro del comercio, un paso a la vez.<br><br>Entonces, \u00bfen qu\u00e9 deber\u00edan centrarse lxs l\u00edderes del comercio ahora en comparaci\u00f3n con el futuro? Basado en los \u00e9xitos (y fracasos) que hemos visto en DEPT\u00ae, aqu\u00ed hay algunas iniciativas de compra impulsadas por IA inmediatas, para el pr\u00f3ximo a\u00f1o y para el futuro de las marcas.<\/p><\/div>\n\t\n\t<\/div>\n\n<div\n\tclass=\"block-assets-and-copy js-block-assets-and-copy\"\n\tdata-variant=\"full-width-content\"\n\tdata-content-align=\"center\"\n>\n\t<h2\tclass=\"text text-sans-48 block-assets-and-copy__title\"\n\tdata-animation=\"slide\" data-animation-target=\"words\" >Hoy: aprovechar las funciones actuales impulsadas por IA<\/h2><div\tdata-animation=\"slide-fade\" data-animation-target=\"inner-items-separate\" data-animation-delay=\"0.15\" data-animation-stagger=\"0.2\" class=\"block-assets-and-copy__content\" >\n\t<p\tclass=\"text text-sans-24 block-assets-and-copy__text\"\n\t>El &#8220;hoy&#8221; de la IA se trata de aprovechar las herramientas que ya existen y que se est\u00e1n convirtiendo r\u00e1pidamente en elementos esenciales para cualquier jugador de comercio electr\u00f3nico competitivo. Estas son las capacidades fundamentales que construyen la eficiencia y la orientaci\u00f3n al cliente.<br><br><strong>Chatbots:<\/strong> los chatbots de hoy son avanzados, conversacionales y conscientes de la marca. Pueden mejorar el servicio al cliente y responder preguntas \u00fanicas sobre productos de inmediato, lo que lleva a usuarixs informadxs y una mayor conversi\u00f3n. Por ejemplo, DEPT\u00ae ayud\u00f3 a essence a crear \u201cKenna,\u201d <a href=\"https:\/\/www.deptagency.com\/latam\/case\/conoce-a-kenna-la-primera-asistente-virtual-de-belleza-impulsada-por-ia\/\" target=\"_blank\" rel=\"noreferrer noopener\">una asesora de belleza que pod\u00eda recomendar productos<\/a> y dar consejos.<br><br><strong>Pr\u00f3ximas mejores ofertas<\/strong>: el principio es sencillo: la IA es mejor que la funcionalidad est\u00e1ndar de &#8220;producto recomendado&#8221;. Al implementar un modelo NBO impulsado por IA para una gran marca de belleza, vimos un <a href=\"https:\/\/www.deptagency.com\/latam\/insight\/una-sola-oferta-cinco-veces-mas-ingresos-next-best-offer-impulsada-por-ia\/\" target=\"_blank\" rel=\"noreferrer noopener\">aumento del 500% en los ingresos <\/a>provenientes de comunicaciones impulsadas por NBO en comparaci\u00f3n con las promociones masivas.<br><br><strong>Funciones dentro de la plataforma<\/strong>: todas las principales plataformas de comercio est\u00e1n compitiendo para ofrecer las mejores herramientas de IA para su base de clientxs. Salesforce tiene AgentForce, Shopify tiene Magic, y BigCommerce se est\u00e1 reconstruyendo para un mundo ag\u00e9ntico. Estas herramientas permitir\u00e1n una adopci\u00f3n y personalizaci\u00f3n m\u00e1s r\u00e1pidas sin largos procesos de construcci\u00f3n o compra. La mejor opci\u00f3n es utilizar las funciones disponibles en tu plataforma de comercio actual.\u00a0<br><br><strong>La realidad del cero clic<\/strong>: los motores de b\u00fasqueda impulsados por IA est\u00e1n respondiendo cada vez m\u00e1s a las consultas directamente, haciendo que tu tr\u00e1fico org\u00e1nico sea m\u00e1s precario que nunca. Las marcas ahora deben centrarse en estrategias que hagan que sus productos sean descubribles y deseables dentro de estos nuevos ecosistemas. Esto significa optimizar los datos del producto para la b\u00fasqueda por voz, los fragmentos enriquecidos y otras funciones en la p\u00e1gina de resultados de b\u00fasqueda. Nuestra inmersi\u00f3n profunda en las <a href=\"https:\/\/www.deptagency.com\/insight\/zero-click-searches-and-the-future-of-e-commerce-product-discovery\/\" target=\"_blank\" rel=\"noreferrer noopener\">b\u00fasquedas de cero clics <\/a>es una lectura esencial para cualquier CMO preocupadx por la preparaci\u00f3n de su tr\u00e1fico para el futuro.<br><br><strong>Creaci\u00f3n de contenido para resolver problemas comerciales crecientes<\/strong>: no todos los activos generados por IA <a href=\"https:\/\/www.nbcnews.com\/tech\/innovation\/coca-cola-causes-controversy-ai-made-ad-rcna180665\" target=\"_blank\" rel=\"noreferrer noopener\">han sido un \u00e9xito<\/a>. Pero muchos s\u00ed, incluido Otrium, que cre\u00f3 &#8220;Ovatars&#8221;, modelos digitales impulsados por IA que ayudan a exhibir <a href=\"https:\/\/www.deptagency.com\/latam\/insight\/otrium-lanza-ovatars-impulsados-por-ia-para-dar-vida-nueva-a-los-articulos-de-moda-no-vendidos\/\" target=\"_blank\" rel=\"noreferrer noopener\">art\u00edculos de moda no vendidos<\/a>. Esta soluci\u00f3n aborda la falta de modelos para cada art\u00edculo mientras tambi\u00e9n revitaliza el inventario de temporadas pasadas. Es una soluci\u00f3n exclusiva de Otrium para un problema espec\u00edfico de la moda.<\/p><\/div>\n\t\t\t\t\t<div\n\t\t\t\t\tclass=\"block-assets-and-copy__media js-block-assets-and-copy-media\"\n\t\t\t\t\tdata-animation=\"scale-fade\"\n\t\t\t\t>\n\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t<div\n\t\t\t\t\t\t\tclass=\"js-block-assets-and-copy-video\"\n\t\t\t\t\t\t\tdata-plyr-provider=\"vimeo\"\n\t\t\t\t\t\t\tdata-plyr-embed-id=\"1097447305\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t><\/div>\n\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t<button\n\t\t\t\t\t\t\tdata-for=\"f872862c\"\n\t\t\t\t\t\t\tclass=\"block-assets-and-copy__transcript-button js-block-assets-and-copy-view-transcript text-sans-14\"\n\t\t\t\t\t\t>\n\t\t\t\t\t\t\tTranscript\t\t\t\t\t\t<\/button>\n\t\t\t\t\t\t<dialog\n\t\t\t\t\t\t\tid=\"f872862c\"\n\t\t\t\t\t\t\tclass=\"block-assets-and-copy__transcript-dialog js-block-assets-and-copy-transcript-dialog\"\n\t\t\t\t\t\t>\n\t\t\t\t\t\t\t<header>\n\t\t\t\t\t\t\t\t<p class=\"text-sans-16\">Transcript<\/p>\n\n\t\t\t\t\t\t\t\t<button class=\"js-block-assets-and-copy-modal-close\">Close<\/button>\n\t\t\t\t\t\t\t<\/header>\n\n\t\t\t\t\t\t\t<p class=\"block-assets-and-copy__transcript-content\">Every year, millions of fashion items go unworn.\nNot because they&#8217;re unwanted.\nBut because they were never truly seen.\nOtrium believes that every item deserves to be worn. \nSo with DEPT\u00ae, they blended product photography with generative AI,\nCreating an AI-powered supermodel squad.\nThese AI models are brand-aligned \nAnd ready to bring overlooked pieces to life.\nSince launch,  Conversion rates are up and costs are down.\nBecause when every item gets a face, every item gets a second chance.\n<\/p>\n\t\t\t\t\t\t<\/dialog>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\n\t<\/div>\n\n<div\n\tclass=\"block-assets-and-copy js-block-assets-and-copy\"\n\tdata-variant=\"copy-only\"\n\tdata-content-align=\"center\"\n>\n\t<h2\tclass=\"text text-sans-48 block-assets-and-copy__title\"\n\tdata-animation=\"slide\" data-animation-target=\"words\" >Ma\u00f1ana: forjar una ventaja propietaria<\/h2><div\tdata-animation=\"slide-fade\" data-animation-target=\"inner-items-separate\" data-animation-delay=\"0.15\" data-animation-stagger=\"0.2\" class=\"block-assets-and-copy__content\" >\n\t<p\tclass=\"text text-sans-24 block-assets-and-copy__text\"\n\t>El &#8220;ma\u00f1ana&#8221; requiere un poco de introspecci\u00f3n.<br><br>La hiperpersonalizaci\u00f3n, si no est\u00e1 guiada por una fuerte identidad de marca, puede conducir a una crisis de identidad. \u00bfEst\u00e1s tratando de ser todo para todxs? \u00bfA qui\u00e9n est\u00e1s dispuestx a perder para ser verdaderamente amadx por tu audiencia principal?<br><br>Debes mirar hacia adentro y comprender el ADN \u00fanico de tu marca. Luego, construir un &#8220;foso&#8221; de IA propietario que lxs competidores (incluso los modelos de lenguaje grandes como ChatGPT) no puedan replicar f\u00e1cilmente. \u00bfQu\u00e9 conocimiento, datos o expertise posee nuestra marca que ninguna otra tiene? Aqu\u00ed hay dos ejemplos para ilustrar lo que queremos decir:<br><br><strong>Para una marca de utensilios de cocina de alta gama<\/strong>: imagina un &#8220;Conserje de Despensa&#8221; de IA. Un cliente enumera los ingredientes que tiene a mano: pechuga de pollo, una zanahoria suelta, media cebolla y algo de arroz. La IA, entrenada exclusivamente en los miles de recetas de la marca y las propiedades t\u00e9rmicas espec\u00edficas de sus utensilios de cocina, no solo encuentra una receta gen\u00e9rica. Genera una receta personalizada optimizada para <em>su<\/em> sart\u00e9n antiadherente de 10 pulgadas, indic\u00e1ndoles la configuraci\u00f3n de calor y el tiempo exactos necesarios para obtener el resultado perfecto con esa sart\u00e9n espec\u00edfica. Esa es una receta secreta que construye lealtad m\u00e1s all\u00e1 de la compra inicial.<br><br><strong>Para un retailer de hogar y jard\u00edn<\/strong>: piensa en una herramienta propietaria de &#8220;Planificador de Jard\u00edn&#8221;. Un cliente ingresa su c\u00f3digo postal, tipo de suelo y exposici\u00f3n a la luz solar. La IA cruza esta informaci\u00f3n con el profundo conocimiento de la marca sobre horticultura regional y su propio inventario de productos para generar un dise\u00f1o visual y un plan din\u00e1mico de 12 meses. Recomienda las mejores plantas, calcula la cantidad precisa de fertilizante necesaria y ajusta autom\u00e1ticamente el programa de riego bas\u00e1ndose en el pron\u00f3stico del tiempo local. Resuelve un problema complejo y continuo de una manera que un competidor no puede copiar f\u00e1cilmente.<\/p><\/div>\n\t\n\t<\/div>\n\n<div\n\tclass=\"block-assets-and-copy js-block-assets-and-copy\"\n\tdata-variant=\"copy-only\"\n\tdata-content-align=\"center\"\n>\n\t<h2\tclass=\"text text-sans-48 block-assets-and-copy__title\"\n\tdata-animation=\"slide\" data-animation-target=\"words\" >La pr\u00f3xima d\u00e9cada: navegar por las aguas del comercio ag\u00e9ntico<\/h2><div\tdata-animation=\"slide-fade\" data-animation-target=\"inner-items-separate\" data-animation-delay=\"0.15\" data-animation-stagger=\"0.2\" class=\"block-assets-and-copy__content\" >\n\t<p\tclass=\"text text-sans-24 block-assets-and-copy__text\"\n\t>El horizonte es donde las cosas se vuelven verdaderamente transformadoras. Estamos entrando en la era del &#8220;<a href=\"https:\/\/www.deptagency.com\/insight\/how-agentic-commerce-is-reshaping-customer-journeys\/\" target=\"_blank\" rel=\"noreferrer noopener\">comercio ag\u00e9ntico<\/a>&#8220;, donde los agentes de IA, empoderados por nuestras preferencias y datos, realizar\u00e1n compras en nuestro nombre.<br><br><strong>El comprador aut\u00f3nomo<\/strong>: los primeros ejemplos, como <a href=\"https:\/\/openai.com\/index\/introducing-operator\/\" target=\"_blank\" rel=\"noreferrer noopener\">Operator<\/a> de OpenAI, ya han surgido. Empresas como Google y Amazon est\u00e1n experimentando con funciones que permiten a la IA rastrear precios, monitorear la disponibilidad e incluso realizar compras de forma aut\u00f3noma bas\u00e1ndose en criterios definidos por el usuario. Para las marcas, esto significa que tu nuevx cliente no es una persona, sino un algoritmo. La pregunta para lxs CMO se convierte en: \u00bfC\u00f3mo hago que mi marca sea la opci\u00f3n preferida de un agente de IA?<br><br><strong>Una revoluci\u00f3n vestible<\/strong>: a medida que el hardware evoluciona, tambi\u00e9n lo har\u00e1 el comercio. Los dispositivos vestibles, desde relojes inteligentes hasta ropa inteligente, crear\u00e1n nuevas transmisiones de datos y nuevas oportunidades para las marcas. Imagina un futuro donde tu camiseta de entrenamiento pueda detectar la fatiga muscular y, con tu permiso, programar una clase de yoga o incluso pedir un batido de prote\u00ednas para ti. Si bien est\u00e1 moderadamente lejos, innovaciones como estas se apoderar\u00e1n del mercado lentamente (y luego r\u00e1pidamente).<br><br><strong>Un nuevo paradigma de marketing<\/strong>: en un mundo ag\u00e9ntico, los embudos de marketing tradicionales se volver\u00e1n obsoletos. Las marcas deber\u00e1n centrarse en generar confianza, no solo con lxs consumidorxs, sino con sus agentes digitales. Esto requerir\u00e1 un nuevo nivel de transparencia, <a href=\"https:\/\/www.deptagency.com\/latam\/soluciones\/tecnologia-y-datos\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u00e9tica de datos<\/a> y autenticidad de marca.<br><br>El viaje de &#8220;hoy&#8221; a &#8220;ma\u00f1ana&#8221; no es una simple lista de verificaci\u00f3n. Sin embargo, no est\u00e1 fuera de tu alcance. Gran parte de las herramientas de IA actuales est\u00e1n probadas y son f\u00e1ciles de usar. Acostumbrar a tu equipo a usarlas te ayudar\u00e1 a evolucionar a medida que la tecnolog\u00eda se acelera, permiti\u00e9ndote mantener el ritmo y seguir a la vanguardia de las compras impulsadas por IA.<\/p><\/div>\n\t\n\t<\/div>\n\n<div class=\"block-custom-listing has-top-border\">\n\t<h2\tclass=\"text text-sans-92 block-custom-listing__title is-bold-sans\"\n\tdata-animation=\"slide\" data-animation-target=\"words\" data-animation-stagger=\"0.015\" >EN NUESTRA <span class=\"is-fancy-serif\">MENTE<\/span><\/h2><a\tclass=\"button-v2 text-sans-16 is-outline block-custom-listing__cta\" data-animation=\"slide-fade\" data-animation-delay=\"0.75\" href=\"https:\/\/www.deptagency.com\/latam\/dept-insights-descargas-y-eventos\/\" target=\"_blank\" rel=\"&quot;noopener noreferrer&quot;\" >\n\tVER TODOS LOS INSIGHTS<\/a>\n\t<div\n\t\tclass=\"block-custom-listing__items\"\n\t\tdata-animation=\"fade\"\n\t\tdata-animation-target=\"inner-items-separate\"\n\t\tdata-animation-delay=\"0.25\"\n\t\tdata-animation-stagger=\"0.1\">\n\t\t<a\n\tclass=\"listing-card-v2 is-four-five\" href=\"https:\/\/www.deptagency.com\/latam\/insight\/rethinking-authenticity-in-the-age-of-ai-influence\/\" >\n\t\t\t<div class=\"listing-card-v2__media-container\">\n\t\t\t<picture class=\"listing-card-v2__image-picture\">\n\t\t\t\t\t\t\t\t<img decoding=\"async\" class=\"listing-card-v2__image\" src=\"https:\/\/www.deptagency.com\/wp-content\/uploads\/2026\/02\/granny-spills-ai-influencer.webp\" alt=\"\">\n\t\t\t<\/picture>\n\t\t\t\t\t<\/div>\n\t\n\t<div class=\"listing-card-v2__meta\">\n\t\t<div class=\"listing-card-v2__type-tag text-sans-14\" style=\"--background-color: var(--global-colors-refreshed-yellow\">\n\t\t\t<div aria-hidden=\"true\">\n\t\t\t\t<svg xmlns='http:\/\/www.w3.org\/2000\/svg' width='16' height='16' viewBox='0 0 16 16' fill='none'><path d='M4.166 11.167h4.333v-1H4.166v1Zm6.667 0h1V4.834h-1v6.333ZM4.166 8.501h4.333v-1H4.166v1Zm0-2.667h4.333v-1H4.166v1Zm-1.295 7.833a1.16 1.16 0 0 1-.855-.35 1.163 1.163 0 0 1-.35-.855V3.54c0-.337.117-.622.35-.855.233-.233.518-.35.855-.35h10.256c.337 0 .622.117.856.35.233.233.35.518.35.855v8.923c0 .337-.117.622-.35.855-.234.234-.519.35-.856.35H2.871Zm0-1h10.256a.196.196 0 0 0 .141-.064.196.196 0 0 0 .065-.14V3.538a.196.196 0 0 0-.065-.14.195.195 0 0 0-.14-.065H2.87a.196.196 0 0 0-.14.064.196.196 0 0 0-.065.141v8.923c0 .052.021.098.064.141.043.043.09.064.141.064Z' fill='currentColor'\/><path d='M2.666 12.667V3.334m1.5 7.833h4.333v-1H4.166v1Zm6.667 0h1V4.834h-1v6.333ZM4.166 8.501h4.333v-1H4.166v1Zm0-2.667h4.333v-1H4.166v1Zm-1.295 7.833a1.16 1.16 0 0 1-.855-.35 1.163 1.163 0 0 1-.35-.855V3.54c0-.337.117-.622.35-.855.233-.233.518-.35.855-.35h10.256c.337 0 .622.117.856.35.233.233.35.518.35.855v8.923c0 .337-.117.622-.35.855-.234.234-.519.35-.856.35H2.871Zm0-1h10.256a.196.196 0 0 0 .141-.064.196.196 0 0 0 .065-.14V3.538a.196.196 0 0 0-.065-.14.195.195 0 0 0-.14-.065H2.87a.196.196 0 0 0-.14.064.196.196 0 0 0-.065.141v8.923c0 .052.021.098.064.141.043.043.09.064.141.064Z' stroke='currentColor' stroke-width='0.25' fill='none'\/><\/svg>\t\t\t<\/div>\n\n\t\t\t<span>\n\t\t\t\tInsight\t\t\t<\/span>\n\t\t<\/div>\n\n\t\t\t\t\t<ul class=\"listing-card-v2__tags text-sans-16\" role=\"presentation\">\n\t\t\t\t<li\tclass=\"listing-card-v2__tag\" >\n\t<span aria-hidden='true'>(<\/span>&nbsp;<span>Marca y Medios<\/span>&nbsp;<span aria-hidden='true'>)<\/span><\/li>\t\t\t<\/ul>\n\t\t\n\t\t<p\tclass=\"text text-sans-24 listing-card-v2__title\"\n\t>Repensar la autenticidad en la era de la influencia con IA<\/p>\t<\/div>\n\n\t<\/a><a\n\tclass=\"listing-card-v2 is-four-five\" href=\"https:\/\/www.deptagency.com\/latam\/insight\/formas-practicas-en-que-las-marcas-utilizan-la-ia-para-impulsar-el-crecimiento-y-las-ganancias\/\" >\n\t\t\t<div class=\"listing-card-v2__media-container\">\n\t\t\t<picture class=\"listing-card-v2__image-picture\">\n\t\t\t\t\t\t\t\t<img decoding=\"async\" class=\"listing-card-v2__image\" src=\"https:\/\/www.deptagency.com\/wp-content\/uploads\/2025\/12\/Hero-Banner-No-Text-1920-x-1080-2.webp\" alt=\"\">\n\t\t\t<\/picture>\n\t\t\t\t\t<\/div>\n\t\n\t<div class=\"listing-card-v2__meta\">\n\t\t<div class=\"listing-card-v2__type-tag text-sans-14\" style=\"--background-color: var(--global-colors-refreshed-yellow\">\n\t\t\t<div aria-hidden=\"true\">\n\t\t\t\t<svg xmlns='http:\/\/www.w3.org\/2000\/svg' width='16' height='16' viewBox='0 0 16 16' fill='none'><path d='M4.166 11.167h4.333v-1H4.166v1Zm6.667 0h1V4.834h-1v6.333ZM4.166 8.501h4.333v-1H4.166v1Zm0-2.667h4.333v-1H4.166v1Zm-1.295 7.833a1.16 1.16 0 0 1-.855-.35 1.163 1.163 0 0 1-.35-.855V3.54c0-.337.117-.622.35-.855.233-.233.518-.35.855-.35h10.256c.337 0 .622.117.856.35.233.233.35.518.35.855v8.923c0 .337-.117.622-.35.855-.234.234-.519.35-.856.35H2.871Zm0-1h10.256a.196.196 0 0 0 .141-.064.196.196 0 0 0 .065-.14V3.538a.196.196 0 0 0-.065-.14.195.195 0 0 0-.14-.065H2.87a.196.196 0 0 0-.14.064.196.196 0 0 0-.065.141v8.923c0 .052.021.098.064.141.043.043.09.064.141.064Z' fill='currentColor'\/><path d='M2.666 12.667V3.334m1.5 7.833h4.333v-1H4.166v1Zm6.667 0h1V4.834h-1v6.333ZM4.166 8.501h4.333v-1H4.166v1Zm0-2.667h4.333v-1H4.166v1Zm-1.295 7.833a1.16 1.16 0 0 1-.855-.35 1.163 1.163 0 0 1-.35-.855V3.54c0-.337.117-.622.35-.855.233-.233.518-.35.855-.35h10.256c.337 0 .622.117.856.35.233.233.35.518.35.855v8.923c0 .337-.117.622-.35.855-.234.234-.519.35-.856.35H2.871Zm0-1h10.256a.196.196 0 0 0 .141-.064.196.196 0 0 0 .065-.14V3.538a.196.196 0 0 0-.065-.14.195.195 0 0 0-.14-.065H2.87a.196.196 0 0 0-.14.064.196.196 0 0 0-.065.141v8.923c0 .052.021.098.064.141.043.043.09.064.141.064Z' stroke='currentColor' stroke-width='0.25' fill='none'\/><\/svg>\t\t\t<\/div>\n\n\t\t\t<span>\n\t\t\t\tInsight\t\t\t<\/span>\n\t\t<\/div>\n\n\t\t\t\t\t<ul class=\"listing-card-v2__tags text-sans-16\" role=\"presentation\">\n\t\t\t\t<li\tclass=\"listing-card-v2__tag\" >\n\t<span aria-hidden='true'>(<\/span>&nbsp;<span>Transformaci\u00f3n con IA<\/span>&nbsp;<span aria-hidden='true'>)<\/span><\/li>\t\t\t<\/ul>\n\t\t\n\t\t<p\tclass=\"text text-sans-24 listing-card-v2__title\"\n\t>Formas pr\u00e1cticas en que las marcas utilizan la IA para impulsar el crecimiento y las ganancias<\/p>\t<\/div>\n\n\t<\/a><a\n\tclass=\"listing-card-v2 is-four-five\" href=\"https:\/\/www.deptagency.com\/latam\/insight\/dept-nombra-a-michael-lanyon-como-cto-de-america\/\" >\n\t\t\t<div class=\"listing-card-v2__media-container\">\n\t\t\t<picture class=\"listing-card-v2__image-picture\">\n\t\t\t\t\t\t\t\t<img decoding=\"async\" class=\"listing-card-v2__image\" src=\"https:\/\/www.deptagency.com\/wp-content\/uploads\/2026\/01\/New-Hire-Michael\u2028Lanyon-1080x1350-1.png\" alt=\"\">\n\t\t\t<\/picture>\n\t\t\t\t\t<\/div>\n\t\n\t<div class=\"listing-card-v2__meta\">\n\t\t<div class=\"listing-card-v2__type-tag text-sans-14\" style=\"--background-color: var(--global-colors-refreshed-yellow\">\n\t\t\t<div aria-hidden=\"true\">\n\t\t\t\t<svg xmlns='http:\/\/www.w3.org\/2000\/svg' width='16' height='16' viewBox='0 0 16 16' fill='none'><path d='M4.166 11.167h4.333v-1H4.166v1Zm6.667 0h1V4.834h-1v6.333ZM4.166 8.501h4.333v-1H4.166v1Zm0-2.667h4.333v-1H4.166v1Zm-1.295 7.833a1.16 1.16 0 0 1-.855-.35 1.163 1.163 0 0 1-.35-.855V3.54c0-.337.117-.622.35-.855.233-.233.518-.35.855-.35h10.256c.337 0 .622.117.856.35.233.233.35.518.35.855v8.923c0 .337-.117.622-.35.855-.234.234-.519.35-.856.35H2.871Zm0-1h10.256a.196.196 0 0 0 .141-.064.196.196 0 0 0 .065-.14V3.538a.196.196 0 0 0-.065-.14.195.195 0 0 0-.14-.065H2.87a.196.196 0 0 0-.14.064.196.196 0 0 0-.065.141v8.923c0 .052.021.098.064.141.043.043.09.064.141.064Z' fill='currentColor'\/><path d='M2.666 12.667V3.334m1.5 7.833h4.333v-1H4.166v1Zm6.667 0h1V4.834h-1v6.333ZM4.166 8.501h4.333v-1H4.166v1Zm0-2.667h4.333v-1H4.166v1Zm-1.295 7.833a1.16 1.16 0 0 1-.855-.35 1.163 1.163 0 0 1-.35-.855V3.54c0-.337.117-.622.35-.855.233-.233.518-.35.855-.35h10.256c.337 0 .622.117.856.35.233.233.35.518.35.855v8.923c0 .337-.117.622-.35.855-.234.234-.519.35-.856.35H2.871Zm0-1h10.256a.196.196 0 0 0 .141-.064.196.196 0 0 0 .065-.14V3.538a.196.196 0 0 0-.065-.14.195.195 0 0 0-.14-.065H2.87a.196.196 0 0 0-.14.064.196.196 0 0 0-.065.141v8.923c0 .052.021.098.064.141.043.043.09.064.141.064Z' stroke='currentColor' stroke-width='0.25' fill='none'\/><\/svg>\t\t\t<\/div>\n\n\t\t\t<span>\n\t\t\t\tInsight\t\t\t<\/span>\n\t\t<\/div>\n\n\t\t\t\t\t<ul class=\"listing-card-v2__tags text-sans-16\" role=\"presentation\">\n\t\t\t\t<li\tclass=\"listing-card-v2__tag\" >\n\t<span aria-hidden='true'>(<\/span>&nbsp;<span>Noticias<\/span>&nbsp;<span aria-hidden='true'>)<\/span><\/li>\t\t\t<\/ul>\n\t\t\n\t\t<p\tclass=\"text text-sans-24 listing-card-v2__title\"\n\t>DEPT\u00ae nombra a Michael Lanyon como CTO de Am\u00e9rica<\/p>\t<\/div>\n\n\t<\/a><a\n\tclass=\"listing-card-v2 is-four-five\" href=\"https:\/\/www.deptagency.com\/latam\/insight\/el-futuro-de-las-colaboraciones-de-marca\/\" >\n\t\t\t<div class=\"listing-card-v2__media-container\">\n\t\t\t<picture class=\"listing-card-v2__image-picture\">\n\t\t\t\t\t\t\t\t<img decoding=\"async\" class=\"listing-card-v2__image\" src=\"https:\/\/www.deptagency.com\/wp-content\/uploads\/2025\/12\/SupremexLouis-Vuitton-alternate.webp\" alt=\"\">\n\t\t\t<\/picture>\n\t\t\t\t\t<\/div>\n\t\n\t<div class=\"listing-card-v2__meta\">\n\t\t<div class=\"listing-card-v2__type-tag text-sans-14\" style=\"--background-color: var(--global-colors-refreshed-yellow\">\n\t\t\t<div aria-hidden=\"true\">\n\t\t\t\t<svg xmlns='http:\/\/www.w3.org\/2000\/svg' width='16' height='16' viewBox='0 0 16 16' fill='none'><path d='M4.166 11.167h4.333v-1H4.166v1Zm6.667 0h1V4.834h-1v6.333ZM4.166 8.501h4.333v-1H4.166v1Zm0-2.667h4.333v-1H4.166v1Zm-1.295 7.833a1.16 1.16 0 0 1-.855-.35 1.163 1.163 0 0 1-.35-.855V3.54c0-.337.117-.622.35-.855.233-.233.518-.35.855-.35h10.256c.337 0 .622.117.856.35.233.233.35.518.35.855v8.923c0 .337-.117.622-.35.855-.234.234-.519.35-.856.35H2.871Zm0-1h10.256a.196.196 0 0 0 .141-.064.196.196 0 0 0 .065-.14V3.538a.196.196 0 0 0-.065-.14.195.195 0 0 0-.14-.065H2.87a.196.196 0 0 0-.14.064.196.196 0 0 0-.065.141v8.923c0 .052.021.098.064.141.043.043.09.064.141.064Z' fill='currentColor'\/><path d='M2.666 12.667V3.334m1.5 7.833h4.333v-1H4.166v1Zm6.667 0h1V4.834h-1v6.333ZM4.166 8.501h4.333v-1H4.166v1Zm0-2.667h4.333v-1H4.166v1Zm-1.295 7.833a1.16 1.16 0 0 1-.855-.35 1.163 1.163 0 0 1-.35-.855V3.54c0-.337.117-.622.35-.855.233-.233.518-.35.855-.35h10.256c.337 0 .622.117.856.35.233.233.35.518.35.855v8.923c0 .337-.117.622-.35.855-.234.234-.519.35-.856.35H2.871Zm0-1h10.256a.196.196 0 0 0 .141-.064.196.196 0 0 0 .065-.14V3.538a.196.196 0 0 0-.065-.14.195.195 0 0 0-.14-.065H2.87a.196.196 0 0 0-.14.064.196.196 0 0 0-.065.141v8.923c0 .052.021.098.064.141.043.043.09.064.141.064Z' stroke='currentColor' stroke-width='0.25' fill='none'\/><\/svg>\t\t\t<\/div>\n\n\t\t\t<span>\n\t\t\t\tInsight\t\t\t<\/span>\n\t\t<\/div>\n\n\t\t\t\t\t<ul class=\"listing-card-v2__tags text-sans-16\" role=\"presentation\">\n\t\t\t\t<li\tclass=\"listing-card-v2__tag\" >\n\t<span aria-hidden='true'>(<\/span>&nbsp;<span>Brand &amp; Media<\/span>&nbsp;<span aria-hidden='true'>)<\/span><\/li>\t\t\t<\/ul>\n\t\t\n\t\t<p\tclass=\"text text-sans-24 listing-card-v2__title\"\n\t>El futuro de las colaboraciones de marca: menos &#8220;hype&#8221;, m\u00e1s originalidad<\/p>\t<\/div>\n\n\t<\/a>\t<\/div>\n<\/div>","protected":false},"excerpt":{"rendered":"","protected":false},"author":94,"featured_media":4321222,"template":"","meta":{"_acf_changed":false,"es_utils_meta_schema":"","dept_alt_featured_image":[],"dept_algolia_noindex":false,"dept_algolia_featured":false,"member_job_title":"","member_linkedin_url":"","footnotes":""},"insight-topics":[42616,42757,42618,42752],"person":[42758],"class_list":["post-4419770","article","type-article","status-publish","has-post-thumbnail","hentry"],"acf":{"dept_is_3q_page":false,"dept_insight_featured":true,"dept_current_cpt_partner":""},"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Hoja de ruta para el comercio con IA: hoy, ma\u00f1ana y la pr\u00f3xima d\u00e9cada - DEPT\u00ae<\/title>\n<meta name=\"description\" content=\"Basado en los \u00e9xitos (y fracasos) que hemos visto en DEPT\u00ae, aqu\u00ed hay 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