{"id":25267,"date":"2025-09-10T08:00:00","date_gmt":"2025-09-10T06:00:00","guid":{"rendered":"https:\/\/itpatagonia.com\/?p=25267"},"modified":"2026-04-20T14:44:58","modified_gmt":"2026-04-20T12:44:58","slug":"que-es-la-transformacion-de-la-ia","status":"publish","type":"post","link":"https:\/\/itpatagonia.com\/en\/blog\/que-es-la-transformacion-de-la-ia","title":{"rendered":"The AI Transformation: Toward an Agile and Ever-Evolving Business Future"},"content":{"rendered":"<p>We live in a time when technology is redefining business models, customer relationships, and the way we think about work.&nbsp;<\/p>\n\n\n\n<p>Artificial intelligence is no longer a future promise, it is <a href=\"https:\/\/itpatagonia.com\/en\/como-liberar-el-potencial-de-la-inteligencia-artificial\/\">a tangible resource that transforms entire industries<\/a>.&nbsp;<\/p>\n\n\n\n<p>However, talking about AI in isolation is not enough. True disruption comes when it is <a href=\"https:\/\/itpatagonia.com\/en\/inteligencia-artificial-y-transformacion-digital\/\">integrates into the entire organizational structure<\/a>.<\/p>\n\n\n\n<p>This process is not limited to incorporating chatbots, predictive models, or automation solutions. It involves <strong>Rethinking how products are generated, how services are delivered, how decisions are made, and how teams are managed<\/strong>.&nbsp;<\/p>\n\n\n\n<p>AI transformation, in essence, seeks to transform businesses into living organisms, capable of adapting, learning, and evolving in a constantly changing environment.<\/p>\n\n\n\n<p>In this scenario, business leaders face a choice: stay on the surface with ad hoc implementations or move toward a comprehensive AI strategy that reshapes the organization&#039;s DNA.<\/p>\n\n\n\n<p>We talked with <a href=\"https:\/\/www.linkedin.com\/in\/danielmenal\">Daniel Menal<\/a>, Head of Data &amp; AI at <a href=\"https:\/\/itpatagonia.com\/en\/\">IT Patagonia<\/a>, on the impact of AI transformation on businesses, the benefits it brings, and the key technologies involved.<\/p>\n\n\n\n<p>We also analyze the key points and new practices for developing an AI strategy and specific application cases.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">What does AI transformation mean for businesses?<\/h2>\n\n\n\n<p>The AI transformation involves the adoption of intelligent models, not only as technological support, but as <strong>catalysts for new ways of operating and competing<\/strong>.&nbsp;<\/p>\n\n\n\n<p>This is a profound organizational change that affects all areas: operations, marketing, human resources, finance, customer service, and corporate strategy.<\/p>\n\n\n\n<p>For Daniel, the transformation with AI<strong> It represents a great challenge that requires the deep involvement of all sectors.<\/strong>.&nbsp;<\/p>\n\n\n\n<p>It&#039;s not just about implementing a tool: companies that work on cultural change will be the ones that achieve real impact.&nbsp;<\/p>\n\n\n\n<p>\u201cToday, the biggest challenge for our clients lies in AI governance, breaking down silos, and establishing internal policies that empower these technologies,\u201d says our Head of Data &amp; AI.<\/p>\n\n\n\n<p>The main objectives of this transformation are:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Redefine the value proposition:<\/strong> integrate AI to differentiate products and services.<\/li>\n\n\n\n<li><strong>Optimize key processes:<\/strong> from inventory management to demand prediction or risk control.<\/li>\n\n\n\n<li><strong>Driving data-driven decisions:<\/strong> <a href=\"https:\/\/itpatagonia.com\/en\/como-construir-empresas-data-driven\/\">replace intuitions with real-time information<\/a>.<\/li>\n\n\n\n<li><strong>Creating resilient organizations:<\/strong> able to react quickly to market changes and take advantage of new opportunities.<\/li>\n<\/ul>\n\n\n\n<p>In short, it is not just a technological change, but <strong>a new business management model<\/strong>.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Benefits of AI transformation<\/h2>\n\n\n\n<p>The benefits of AI transformation multiply as the company advances in digital maturity:<\/p>\n\n\n\n<p>1.<strong> Efficiency and cost savings:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Automation of repetitive tasks.<\/li>\n\n\n\n<li>Reduction of operating times.<\/li>\n\n\n\n<li>Optimization of human and technological resources.<\/li>\n<\/ul>\n\n\n\n<p>2. <strong>Greater customer satisfaction:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Personalized experiences at scale.<\/li>\n\n\n\n<li>24\/7 support available through virtual assistants.<\/li>\n\n\n\n<li>Predictive recommendations that improve loyalty.<\/li>\n<\/ul>\n\n\n\n<p>3. <strong>Continuous innovation:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Generation of new AI-based products and services.<\/li>\n\n\n\n<li>Exploring disruptive business models.<\/li>\n\n\n\n<li>Ability to prototype and launch faster.<\/li>\n<\/ul>\n\n\n\n<p>4. <strong>Proactive risk management:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Early identification of fraud and cyber threats.<\/li>\n\n\n\n<li>More accurate financial risk assessment.<\/li>\n<\/ul>\n\n\n\n<p>These benefits, when combined, enable companies to gain sustainable competitive advantages in increasingly dynamic markets.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"389\" src=\"https:\/\/itpatagonia.com\/wp-content\/uploads\/2025\/09\/Ia-para-evolucionar_imagen1-copia-4-1024x389.png\" alt=\"La inteligencia artificial aporta beneficios irreemplazables.\" class=\"wp-image-25269\" srcset=\"https:\/\/itpatagonia.com\/wp-content\/uploads\/2025\/09\/Ia-para-evolucionar_imagen1-copia-4-1024x389.png 1024w, https:\/\/itpatagonia.com\/wp-content\/uploads\/2025\/09\/Ia-para-evolucionar_imagen1-copia-4-300x114.png 300w, https:\/\/itpatagonia.com\/wp-content\/uploads\/2025\/09\/Ia-para-evolucionar_imagen1-copia-4-768x291.png 768w, https:\/\/itpatagonia.com\/wp-content\/uploads\/2025\/09\/Ia-para-evolucionar_imagen1-copia-4-1536x583.png 1536w, https:\/\/itpatagonia.com\/wp-content\/uploads\/2025\/09\/Ia-para-evolucionar_imagen1-copia-4-2048x777.png 2048w, https:\/\/itpatagonia.com\/wp-content\/uploads\/2025\/09\/Ia-para-evolucionar_imagen1-copia-4-18x7.png 18w, https:\/\/itpatagonia.com\/wp-content\/uploads\/2025\/09\/Ia-para-evolucionar_imagen1-copia-4-720x273.png 720w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">Artificial intelligence brings irreplaceable benefits.<\/figcaption><\/figure>\n\n\n\n<div style=\"height:10px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">What are the main technologies implemented in this type of project?<\/h2>\n\n\n\n<p>AI transformation doesn&#039;t depend on a single technology, but on a strategic combination of multiple layers working together:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Generative AI and Language Models (LLMs):<\/strong> They create texts, images, code, and content on a large scale, empowering areas such as marketing, software development, and customer service.<\/li>\n\n\n\n<li><strong>Machine Learning and Deep Learning:<\/strong> allow <a href=\"https:\/\/itpatagonia.com\/en\/machine-learning-que-es-y-uso\/\">recognize patterns, predict user behaviors or detect anomalies<\/a>.<\/li>\n\n\n\n<li><strong>Advanced analytics and big data:<\/strong> convert large volumes of data into actionable insights in real time.<\/li>\n\n\n\n<li><strong>RPA (Robotic Process Automation):<\/strong> automates administrative and operational processes quickly.<\/li>\n\n\n\n<li><strong>Computer vision:<\/strong> applied to security, quality control in factories or medical image analysis.<\/li>\n\n\n\n<li><strong>Corporate Co-pilots:<\/strong> solutions such as Azure AI Copilot, Amazon Q (AWS), and Google Gemini for Workspace that function as intelligent assistants integrated into cloud and productivity ecosystems.<\/li>\n<\/ul>\n\n\n\n<p>The key is in the <strong>orchestrated integration of these technologies<\/strong>, not in its isolated use.<\/p>\n\n\n\n<p>&quot;If we look at what&#039;s happening with our clients, we can primarily identify the use of copilots available within large providers such as Azure, AWS, and Google,&quot; Daniel notes, mentioning that they are in that order of impact.<\/p>\n\n\n\n<p>\u201cIn IT Patagonia <strong>We assist our clients in taking advantage of co-pilots and models from these major suppliers.<\/strong>, which adapt to the reality of each organization,\u201d he highlights.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Keys and practices for developing an AI strategy<\/h2>\n\n\n\n<p>AI implementation should not start with the purchase of a tool, but with a <a href=\"https:\/\/itpatagonia.com\/en\/data-governance\/\">clear strategic vision<\/a>.&nbsp;<\/p>\n\n\n\n<p>For Daniel, &quot;the key is to create a multidisciplinary committee that defines a shared strategy, to prevent it from being left solely in the hands of technology departments. Only then can a real impact on CAPEX and\/or OPEX be achieved.&quot;<\/p>\n\n\n\n<p>Some good practices to consider are the following:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Align AI with business objectives:<\/strong> define what you want to achieve - improve customer experience, reduce costs, innovate, etc.<\/li>\n\n\n\n<li><strong>Start with controlled pilots:<\/strong> small projects that validate impact before scaling.<\/li>\n\n\n\n<li><strong>Adopt agile methodologies:<\/strong> to adjust quickly based on results.<\/li>\n\n\n\n<li><strong>Investing in internal talent:<\/strong> train teams to understand, adopt, and improve AI solutions.<\/li>\n\n\n\n<li><strong>Promote interdisciplinary collaboration:<\/strong> uniting business, IT, design and compliance.<\/li>\n\n\n\n<li><strong>Establish ethical and regulatory frameworks:<\/strong> to avoid biases, bad practices and legal risks.<\/li>\n<\/ul>\n\n\n\n<p>An effective strategy requires both business vision and technological governance.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"389\" src=\"https:\/\/itpatagonia.com\/wp-content\/uploads\/2025\/09\/Ia-para-evolucionar_imagen2-1024x389.png\" alt=\"La IA potencia la eficiencia en el trabajo.\" class=\"wp-image-25268\" srcset=\"https:\/\/itpatagonia.com\/wp-content\/uploads\/2025\/09\/Ia-para-evolucionar_imagen2-1024x389.png 1024w, https:\/\/itpatagonia.com\/wp-content\/uploads\/2025\/09\/Ia-para-evolucionar_imagen2-300x114.png 300w, https:\/\/itpatagonia.com\/wp-content\/uploads\/2025\/09\/Ia-para-evolucionar_imagen2-768x291.png 768w, https:\/\/itpatagonia.com\/wp-content\/uploads\/2025\/09\/Ia-para-evolucionar_imagen2-1536x583.png 1536w, https:\/\/itpatagonia.com\/wp-content\/uploads\/2025\/09\/Ia-para-evolucionar_imagen2-2048x777.png 2048w, https:\/\/itpatagonia.com\/wp-content\/uploads\/2025\/09\/Ia-para-evolucionar_imagen2-18x7.png 18w, https:\/\/itpatagonia.com\/wp-content\/uploads\/2025\/09\/Ia-para-evolucionar_imagen2-720x273.png 720w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">AI boosts work efficiency.<\/figcaption><\/figure>\n\n\n\n<div style=\"height:10px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">Models, data and implementation strategies<\/h2>\n\n\n\n<p>AI is only as powerful as the quality of the data that feeds it. Therefore, AI transformation rests on three pillars:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>Models:<\/strong><\/li>\n<\/ol>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Pretrained (e.g. GPT, Gemini, Claude) that accelerate the <em>time-to-market<\/em>.<\/li>\n\n\n\n<li>Customized, trained with your own data for specific needs.<\/li>\n<\/ul>\n\n\n\n<p>2. <strong>Data:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Clean, integrated and accessible.<\/li>\n\n\n\n<li>Governed by privacy and security standards.<\/li>\n\n\n\n<li>Enriched with internal and external sources.<\/li>\n<\/ul>\n\n\n\n<p>3. <strong>Implementation strategies:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Gradual deployment in high-impact areas.<\/li>\n\n\n\n<li>Use of <a href=\"https:\/\/itpatagonia.com\/en\/journey-to-the-cloud-que-es\/\">hybrid architectures<\/a> (<em>cloud<\/em> and <em>on-premise<\/em>).<\/li>\n\n\n\n<li>Measuring ROI from the earliest stages.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Cases: AI transformation in banking, oil, and retail<\/h2>\n\n\n\n<p>Let&#039;s look at some cases that show how AI transformation directly impacts profitability and customer experience.<\/p>\n\n\n\n<p><strong>Financial sector (banking)<\/strong><\/p>\n\n\n\n<p>Artificial intelligence <a href=\"https:\/\/itpatagonia.com\/en\/como-adoptar-ia-en-la-industria-financiera\/\">plays a key role in the financial industry<\/a>, by enabling process automation, contributing to the analysis of complex data in real time, and driving and evolving the way business information is analyzed and created.<\/p>\n\n\n\n<p>For example, it is used for real-time fraud detection, credit scoring, and automated customer advice.&nbsp;<\/p>\n\n\n\n<p>Some banks have reduced loan approval times thanks to predictive models. They also use AI to comply with regulations through automated transaction analysis.<\/p>\n\n\n\n<p>As a specific case we can tell the case of a project that we support from IT Patagonia, in which <strong>A major company in the financial industry applied different AI models to segment customers and their geographic locations.<\/strong>.<\/p>\n\n\n\n<p>Through this process, they were able to establish and generate marketing actions that allowed multiple clients to relocate their managed branches. This solution significantly reduced expenses associated with in-branch customer care and management.&nbsp;<\/p>\n\n\n\n<p><strong>Oil industry&nbsp;<\/strong><\/p>\n\n\n\n<p>The application of AI to road safety policies reduced monthly accidents at an oil company, directly impacting employee safety.<\/p>\n\n\n\n<p><strong>Retail sector<\/strong><\/p>\n\n\n\n<p>In retail, AI personalizes the online and in-store shopping experience.<\/p>\n\n\n\n<p>Recommendation algorithms increase cross-selling, while predictive systems optimize the supply chain by avoiding stockouts.<\/p>\n\n\n\n<p>In addition, dynamic pricing is applied to adjust prices based on demand and competition in real time.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"389\" src=\"https:\/\/itpatagonia.com\/wp-content\/uploads\/2025\/09\/Ia-para-evolucionar_imagen1-copia-8-1024x389.png\" alt=\"La IA es una aliada excelente para monitorear el negocio  y construir un ecosistema data-driven.\" class=\"wp-image-25270\" srcset=\"https:\/\/itpatagonia.com\/wp-content\/uploads\/2025\/09\/Ia-para-evolucionar_imagen1-copia-8-1024x389.png 1024w, https:\/\/itpatagonia.com\/wp-content\/uploads\/2025\/09\/Ia-para-evolucionar_imagen1-copia-8-300x114.png 300w, https:\/\/itpatagonia.com\/wp-content\/uploads\/2025\/09\/Ia-para-evolucionar_imagen1-copia-8-768x291.png 768w, https:\/\/itpatagonia.com\/wp-content\/uploads\/2025\/09\/Ia-para-evolucionar_imagen1-copia-8-1536x583.png 1536w, https:\/\/itpatagonia.com\/wp-content\/uploads\/2025\/09\/Ia-para-evolucionar_imagen1-copia-8-2048x777.png 2048w, https:\/\/itpatagonia.com\/wp-content\/uploads\/2025\/09\/Ia-para-evolucionar_imagen1-copia-8-18x7.png 18w, https:\/\/itpatagonia.com\/wp-content\/uploads\/2025\/09\/Ia-para-evolucionar_imagen1-copia-8-720x273.png 720w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">AI is an excellent ally for monitoring the business and building a data-driven ecosystem.<\/figcaption><\/figure>\n\n\n\n<div style=\"height:10px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">Challenges facing AI<\/h2>\n\n\n\n<p>Despite its potential, AI transformation faces major challenges:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Ethics and transparency:<\/strong> how to ensure that algorithms do not replicate biases.<\/li>\n\n\n\n<li><strong>Security and privacy:<\/strong> <a href=\"https:\/\/itpatagonia.com\/en\/desafios-de-la-gestion-de-datos-personales\/\">Protecting sensitive data in a hyperconnected environment<\/a>.<\/li>\n\n\n\n<li><strong>Technological integration:<\/strong> difficulty of connecting AI with legacy systems.<\/li>\n\n\n\n<li><strong>Cultural change:<\/strong> internal resistance to modifying processes and routines.<\/li>\n\n\n\n<li><strong>Dependence on suppliers:<\/strong> risk of concentration in a few global platforms.<\/li>\n<\/ul>\n\n\n\n<p>Overcoming these challenges will be critical to the long-term success of AI initiatives.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">How to embrace AI culture through training, upskilling, and hiring?<\/h2>\n\n\n\n<p>AI transformation cannot be sustained without human talent. The differentiating factor lies in creating a <strong>AI-oriented organizational culture<\/strong>.<\/p>\n\n\n\n<p>What should it include?<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Training and <\/strong><strong><em>reskilling<\/em><\/strong><strong>:<\/strong> train employees in analytics, critical thinking, and the use of smart tools.<\/li>\n\n\n\n<li><strong>Hiring specialized profiles:<\/strong> AI engineers, data scientists, solutions architects, and MLOps experts.<\/li>\n\n\n\n<li><strong>Continuous learning:<\/strong> internal innovation programs and hackathons that promote experimentation.<\/li>\n\n\n\n<li><strong>Change of mindset:<\/strong> promote the idea that AI does not replace, but rather <strong>enhances human work<\/strong>.<\/li>\n<\/ul>\n\n\n\n<p>Thus, cultural adoption becomes the true driving force of sustainable transformation.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">AI Transformation: A Strategic Necessity<\/h2>\n\n\n\n<p>Companies that understand AI transformation as a cross-cutting process, combining technology, data, models, and culture, are the ones that will be able to compete in a future marked by rapid change.<\/p>\n\n\n\n<p>The challenge is not only to implement solutions, but to <strong>redefine the way organizations learn, innovate, and engage with their customers<\/strong>.&nbsp;<\/p>\n\n\n\n<p>AI, integrated with vision and responsibility, is the lever that can transform companies into agile, resilient players prepared for a constantly evolving world.<\/p>\n\n\n\n<p>Learn about our proposal for innovative solutions that <a href=\"http:\/\/itpatagonia.com\/en\/servicios\/\">They use artificial intelligence as an accelerator of digital transformation<\/a>.<\/p>\n\n\n\n<p><\/p>","protected":false},"excerpt":{"rendered":"<p>We analyze how to integrate smart technologies with strategic vision to achieve efficiency, innovation, and a sustainable competitive advantage. All with AI as our ally.<\/p>","protected":false},"author":3,"featured_media":25271,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"content-type":"","footnotes":""},"categories":[172],"tags":[155],"class_list":["post-25267","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-data-ia","tag-ia-driven-data"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>La transformaci\u00f3n de la IA para evolucionar el valor empresarial<\/title>\n<meta name=\"description\" content=\"Exploramos c\u00f3mo desarrollar una integral para sacarle todo el provecho posible a la transformaci\u00f3n de la IA e impulsar la evoluci\u00f3n.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/itpatagonia.com\/en\/blog\/que-es-la-transformacion-de-la-ia\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"La transformaci\u00f3n de la IA para evolucionar el valor empresarial\" \/>\n<meta property=\"og:description\" content=\"Exploramos c\u00f3mo desarrollar una integral para sacarle todo el provecho posible a la transformaci\u00f3n de la IA e impulsar la evoluci\u00f3n.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/itpatagonia.com\/en\/blog\/que-es-la-transformacion-de-la-ia\/\" \/>\n<meta property=\"og:site_name\" content=\"IT Patagonia\" \/>\n<meta property=\"article:published_time\" content=\"2025-09-10T06:00:00+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-04-20T12:44:58+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/itpatagonia.com\/wp-content\/uploads\/2025\/09\/Ia-para-evolucionar_imagen3-copia-10-scaled.png\" \/>\n\t<meta property=\"og:image:width\" content=\"2560\" \/>\n\t<meta property=\"og:image:height\" content=\"971\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Valeria Frick\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Valeria Frick\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"9 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/itpatagonia.com\\\/blog\\\/que-es-la-transformacion-de-la-ia#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/itpatagonia.com\\\/blog\\\/que-es-la-transformacion-de-la-ia\"},\"author\":{\"name\":\"Valeria Frick\",\"@id\":\"https:\\\/\\\/itpatagonia.com\\\/#\\\/schema\\\/person\\\/ac8661c9cfc3e2a5a865f0fe97c9e1bb\"},\"headline\":\"La transformaci\u00f3n de la IA: hacia un futuro empresarial \u00e1gil y en continua evoluci\u00f3n\",\"datePublished\":\"2025-09-10T06:00:00+00:00\",\"dateModified\":\"2026-04-20T12:44:58+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/itpatagonia.com\\\/blog\\\/que-es-la-transformacion-de-la-ia\"},\"wordCount\":1867,\"publisher\":{\"@id\":\"https:\\\/\\\/itpatagonia.com\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/itpatagonia.com\\\/blog\\\/que-es-la-transformacion-de-la-ia#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/itpatagonia.com\\\/wp-content\\\/uploads\\\/2025\\\/09\\\/Ia-para-evolucionar_imagen3-copia-10-scaled.png\",\"keywords\":[\"IA driven data\"],\"articleSection\":[\"Data &amp; 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