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Perspectives on artificial intelligence, analytics, automation and security, for leaders who execute. [Book a diagnostic (60 min) →](https://sumatogroup.com/en/contact) Blog # Ideas que transforman su operación. Perspectivas en inteligencia artificial, analítica, automatización y seguridad para líderes que ejecutan. [All](https://sumatogroup.com/en/insights) [Artificial Intelligence](https://sumatogroup.com/en/insights/tag/inteligencia-artificial) [Analytics](https://sumatogroup.com/en/insights/tag/datos-y-analítica) [Automation](https://sumatogroup.com/en/insights/tag/automatizacion) [Cybersecurity](https://sumatogroup.com/en/insights/tag/ciberseguridad) [Cloud](https://sumatogroup.com/en/insights/tag/nube) Search Insights… ## [Inteligencia Artificial AI adoption methodologies: what Anthropic and OpenAI propose, and how they differ](https://sumatogroup.com/en/insights/blog/metodologias-adopcion-ia-anthropic-vs-openai) 13 min de lectura An AI adoption methodology is the set of phases, instruments and decision criteria by which an organisation moves from experimenting ... Andrés Lozada· Aug 30, 2026, 7:00:00 AM ## [Inteligencia Artificial Mexico and Artificial Intelligence: An Ecosystem Growing in Earnest](https://sumatogroup.com/en/insights/blog/mexico-inteligencia-artificial-ecosistema-latam) 6 min de lectura If I had to pick a single Latin American market to watch closely over the next two or three years in artificial intelligence, I would ... Andrés Lozada· Aug 18, 2026, 7:00:00 AM ## [Inteligencia Artificial What a client walks away with after an AI readiness assessment | SUMāTO](https://sumatogroup.com/en/insights/blog/que-entrega-diagnostico-ia-empresarial) 15 min de lectura An AI readiness assessment delivers four concrete things: a maturity index backed by evidence, a measured cost baseline for the ... Andrés Lozada· Aug 5, 2026, 9:00:00 AM ## [Inteligencia Artificial Anatomy of an enterprise AI assistant: the 7 layers that separate a demo from production](https://sumatogroup.com/en/insights/blog/enterprise-ai-stack-seven-layers) 25 min de lectura When a company says "we want to implement artificial intelligence", it is almost always picturing the top layer: an assistant that ... Andrés Lozada· Jul 20, 2026, 10:22:12 PM ## [Inteligencia Artificial How to Implement AI in Your Company: A Process That Works in Practice](https://sumatogroup.com/en/insights/blog/como-implementar-ia-en-empresas-paso-a-paso) 7 min de lectura There is one question I hear often from executives who have already moved past the "should we use AI?" stage and reached the "how do ... Andrés Lozada· Jul 9, 2026, 7:00:00 AM ## [Ciberseguridad Artificial Intelligence vs. Generative AI: A Distinction That Matters in Business](https://sumatogroup.com/en/insights/blog/inteligencia-artificial-vs-ia-generativa-diferencias-negocios) 9 min de lectura There is a confusion that repeats in nearly every conversation about technology in the region's companies: using "artificial ... Andrés Lozada· Jun 23, 2026, 7:00:00 AM ## [Inteligencia Artificial BPM vs. RPA: What's the Difference and When to Use Each One](https://sumatogroup.com/en/insights/blog/bpm-vs-rpa-diferencias-cuando-usar) 10 min de lectura In nearly every organization beginning its automation journey, the same conversation surfaces at some point: do we need BPM or RPA? ... Andrés Lozada· Jun 11, 2026, 7:00:00 AM ## [Inteligencia Artificial The state of enterprise AI at mid-2026](https://sumatogroup.com/en/insights/blog/estado-ia-empresarial-2026) 7 min de lectura At the midpoint of 2026, the conversation about enterprise artificial intelligence changed in tone. It is no longer about proving that ... Andrés Lozada· Jun 10, 2026, 7:00:00 AM ## [Nube Cloud Computing: What It Is and Why It's No Longer Optional for Companies](https://sumatogroup.com/en/insights/blog/cloud-computing-que-es-por-que-no-es-opcional) 7 min de lectura Ten years ago, the question at many Latin American companies was whether moving to the cloud made sense. Today that question no longer ... Andrés Lozada· May 20, 2026, 7:00:00 AM ## [Nube FinOps for agentic AI: controlling the cost of agents](https://sumatogroup.com/en/insights/blog/finops-ia-agentica) 7 min de lectura In 2024 we learned to watch the cloud bill. In 2026 the problem changed in nature: we no longer control servers that consume ... Andrés Lozada· May 13, 2026, 7:00:00 AM ## [Nube The Real Business Impact of Cloud: Beyond Cutting IT Costs](https://sumatogroup.com/en/insights/blog/impacto-negocio-cloud-computing) 6 min de lectura When a company decides to move to the cloud, the conversation usually starts in the technology department. But the real impact — the ... Andrés Lozada· Apr 22, 2026, 7:00:00 AM ## [Inteligencia Artificial Artificial Intelligence in Latin America: Where We Stand and Where We're Headed](https://sumatogroup.com/en/insights/blog/inteligencia-artificial-america-latina-donde-estamos) 5 min de lectura There is a conversation that repeats often in technology forums, in executive meetings, and in the hallways of any mid-sized company ... Andrés Lozada· Apr 14, 2026, 7:00:00 AM ## [Nube Cloud Security: 90% of Incidents Are Preventable](https://sumatogroup.com/en/insights/blog/seguridad-nube-cloud-empresas) 7 min de lectura Cloud security has a perception problem working against it. Some companies don't migrate to the cloud because they believe it's less ... Andrés Lozada· Mar 12, 2026, 7:00:00 AM ## [Inteligencia Artificial AI Compliance in 2026: From Policy to Practice](https://sumatogroup.com/en/insights/blog/cumplimiento-ia-2026) 8 min de lectura Your company already has an artificial intelligence policy. It is signed, posted on the intranet, and you mentioned it at the last ... Andrés Lozada· Mar 11, 2026, 7:00:00 AM ## [Inteligencia Artificial Multimodal AI in business: voice, image, and video that understand](https://sumatogroup.com/en/insights/blog/ia-multimodal-negocio) 7 min de lectura For years, enterprise artificial intelligence lived boxed into a single modality: text in, text out. In 2026 that frontier dissolved. ... Andrés Lozada· Feb 11, 2026, 7:00:00 AM ## [Nube Enterprise AI Risk and Security: What No One Wants to Review in the Boardroom](https://sumatogroup.com/en/insights/blog/riesgos-seguridad-ia-empresarial) 6 min de lectura There is a conversation that is still not happening with enough seriousness in most companies across the region: what exactly happens ... Andrés Lozada· Jan 22, 2026, 7:00:00 AM ## [Inteligencia Artificial Autonomous agents in production: from promise to operation](https://sumatogroup.com/en/insights/blog/agentes-autonomos-produccion) 8 min de lectura I spent much of 2025 watching AI agent demos that left everyone in the room speechless. And I spent the rest of it watching how many ... Andrés Lozada· Jan 14, 2026, 7:00:00 AM ## [Inteligencia Artificial The AI Technology Gap: Why Adoption in Latin America Is Moving Slower Than It Should](https://sumatogroup.com/en/insights/blog/brecha-tecnologica-adopcion-ia-america-latina) 6 min de lectura There is an interesting paradox in the artificial intelligence landscape across Latin America. The region has interest, it has ... Andrés Lozada· Jan 13, 2026, 7:00:00 AM ## [Nube IT trends 2026: the board's agenda for the year ahead](https://sumatogroup.com/en/insights/blog/tendencias-ti-2026) 6 min de lectura December arrives with the pressure of closing out the year and, almost in the same breath, of committing the investment agenda for ... Andrés Lozada· Dec 9, 2025, 7:00:00 AM ## [Inteligencia Artificial The world's best AI frameworks were designed for the Fortune 500. What about everyone else?](https://sumatogroup.com/en/insights/blog/benchmark-metodologias-adopcion-ia-empresarial-2026) 17 min de lectura The AI maturity frameworks from McKinsey, BCG, Accenture, Gartner and the cloud vendors are sound and they work — but they were ... Andrés Lozada· Dec 3, 2025, 7:00:00 AM ## [Inteligencia Artificial The autonomous contact center: when AI resolves and executes](https://sumatogroup.com/en/insights/blog/contact-center-autonomo) 7 min de lectura For years, the promise of artificial intelligence in customer service fell short: chatbots that answered questions but resolved ... Andrés Lozada· Oct 14, 2025, 7:00:00 AM ## [Inteligencia Artificial AI-Assisted Modernization: Refactoring with a Copilot](https://sumatogroup.com/en/insights/blog/modernizacion-asistida-ia) 7 min de lectura There is a system in your company that no one wants to touch. It works, it sustains critical operations and yet every change feels ... Andrés Lozada· Aug 19, 2025, 7:00:00 AM ## [Inteligencia Artificial Implementing Cognitive Agents: Critical Success Factors and Methodology](https://sumatogroup.com/en/insights/blog/implementando-factores-criticos-exito-metodologia) 9 min de lectura I have seen enterprise AI projects fail for reasons that have nothing to do with technology. I have seen organizations with the right ... Andrés Lozada· Jul 5, 2025, 3:00:00 AM ## [Inteligencia Artificial The Convergence of Cognitive AI and Contact Center That Redefines Customer Experience](https://sumatogroup.com/en/insights/blog/ia-cognitiva-contact-center-experiencia-cliente) 7 min de lectura The contact center industry in Latin America is at an inflection point. For two decades, the model was relatively stable: hire agents, ... Andrés Lozada· Jun 21, 2025, 3:00:00 AM ## [Inteligencia Artificial Intelligent Document Management with AI: From Document Chaos to Structured Knowledge](https://sumatogroup.com/en/insights/blog/gestion-documental-inteligente-conocimiento-estructurado) 7 min de lectura Nearly every modern organization faces a paradox: never has so much information been available, and never has it been so hard to find ... Andrés Lozada· Jun 7, 2025, 3:00:00 AM ## [Ciberseguridad Technological Sovereignty and Enterprise AI: Why It Matters That Your Cognitive Agent Is Latin American-Built](https://sumatogroup.com/en/insights/blog/soberania-tecnologica-ia-empresarial-latinoamerica) 7 min de lectura When Latin American executives evaluate enterprise AI platforms, "technological sovereignty" rarely appears near the top of the ... Andrés Lozada· May 24, 2025, 3:00:00 AM ## [Inteligencia Artificial Architecture of an Autonomous Cognitive Agent: What's Behind It, for the CTO Who Needs to Understand the Technology](https://sumatogroup.com/en/insights/blog/arquitectura-agente-cognitivo-cto-tecnologia) 8 min de lectura When a CTO or solutions architect hears about "autonomous cognitive agents," the immediate question is not philosophical—it is ... Andrés Lozada· May 10, 2025, 3:00:00 AM ## [Ciberseguridad Cognitive Agents in the Oil & Gas Sector: Cognitive Automation for High-Risk Critical Operations](https://sumatogroup.com/en/insights/blog/oil-gas-automatizacion-cognitiva-operaciones-criticas) 8 min de lectura The oil and gas sector has a characteristic that sets it apart from virtually any other industry: the cost of an error is not measured ... Andrés Lozada· Apr 26, 2025, 3:00:00 AM ## [Inteligencia Artificial Agentic Automation: Processes That Run Themselves](https://sumatogroup.com/en/insights/blog/automatizacion-agentica) 8 min de lectura For years, to automate meant programming a robot to repeat, step by step, exactly what a human told it: open this screen, copy that ... Andrés Lozada· Apr 15, 2025, 7:00:00 AM ## [Inteligencia Artificial The Real ROI of Cognitive Agents: How to Build the Business Case for Your Executive Committee](https://sumatogroup.com/en/insights/blog/roi-agentes-cognitivos-caso-negocio-ejecutivos) 8 min de lectura There's a moment in every enterprise AI project that determines whether it moves forward or dies: the presentation to the executive ... Andrés Lozada· Apr 12, 2025, 3:00:00 AM ## [Inteligencia Artificial 10 Cognitive Agent Use Cases for the Contact Center: the cognitive AI that transforms every operation](https://sumatogroup.com/en/insights/blog/10-casos-uso-contact-center-ia-cognitiva) 16 min de lectura Latin American contact centers face unprecedented pressure today: doing more with less, meeting stricter regulations, delivering ... Andrés Lozada· Apr 11, 2025, 3:00:00 AM ## [Ciberseguridad Cognitive Agents in AML/KYC Compliance: How Cognitive AI Eliminates Regulatory Risk at Mexican Financial Institutions](https://sumatogroup.com/en/insights/blog/pld-kyc-ia-cognitiva-riesgo-regulatorio-mexico) 7 min de lectura For a Chief Compliance Officer at an Electronic Payment Funds Institution (IFPE) in Mexico, January has a particular flavor: it is the ... Andrés Lozada· Mar 29, 2025, 3:00:00 AM ## [Inteligencia Artificial From Chatbots to Autonomous Agents: The Evolution Your Company Can't Ignore](https://sumatogroup.com/en/insights/blog/chatbots-agentes-autonomos-evolucion-ia-empresarial) 8 min de lectura Between 2018 and 2022, virtually every company with more than 500 employees in Latin America deployed some variant of a chatbot. The ... Andrés Lozada· Mar 15, 2025, 3:00:00 AM ## [Inteligencia Artificial Data for AI: the asset that decides who wins](https://sumatogroup.com/en/insights/blog/datos-para-ia) 7 min de lectura Over the past year we've watched entire teams obsess over choosing the "right" artificial intelligence model: this one reasons better, ... Andrés Lozada· Mar 11, 2025, 7:00:00 AM ## [Inteligencia Artificial The Autonomous Cognitive Agent Redefining Enterprise AI in Latin America](https://sumatogroup.com/en/insights/blog/agente-cognitivo-autonomo-ia-empresarial-latam) 8 min de lectura Over the past decade, the global artificial intelligence market promised a revolution. Chatbots arrived, promised to transform ... Andrés Lozada· Mar 1, 2025, 3:00:00 AM ## [Inteligencia Artificial Responsible AI: ethics, bias, and traceability](https://sumatogroup.com/en/insights/blog/ia-responsable) 7 min de lectura Your organization is no longer asking whether it should use artificial intelligence, but how to do so without losing the hardest thing ... Andrés Lozada· Feb 11, 2025, 7:00:00 AM ## [Inteligencia Artificial Agentic AI: the AI That Acts for You](https://sumatogroup.com/en/insights/blog/agentic-ai) 7 min de lectura For weeks now I've been watching the conversation shift with our clients in Mexico and Bogotá. Until recently, when we talked about ... Andrés Lozada· Jan 14, 2025, 7:00:00 AM ## [Nube IT Trends 2025: The Year of the Agents](https://sumatogroup.com/en/insights/blog/tendencias-ti-2025) 6 min de lectura December always invites us to look back, but this year the most useful exercise is to look ahead. After a 2024 marked by ... Andrés Lozada· Dec 10, 2024, 7:00:00 AM ## [Inteligencia Artificial AI Customer Service: From Promise to Real Results](https://sumatogroup.com/en/insights/blog/atencion-cliente-con-ia) 6 min de lectura For years, artificial intelligence in customer service was sold as a promise: chatbots that would "understand everything" and resolve ... Andrés Lozada· Nov 19, 2024, 7:00:00 AM ## [Nube Mature FinOps: Optimizing the Cost of Cloud and AI](https://sumatogroup.com/en/insights/blog/finops-nube-ia) 8 min de lectura For years, the conversation about technology costs in companies across the region revolved around a single protagonist: the cloud. ... Andrés Lozada· Oct 15, 2024, 7:00:00 AM ## [Inteligencia Artificial GPT-4o and real-time multimodal AI](https://sumatogroup.com/en/insights/blog/gpt-4o-multimodal) 7 min de lectura On May 13, 2024, OpenAI introduced GPT-4o, a model that understands and generates text, audio, and image within a single line of ... Andrés Lozada· May 16, 2024, 7:00:00 AM ## [Inteligencia Artificial LLMOps: running generative AI in production](https://sumatogroup.com/en/insights/blog/llmops-ia-en-produccion) 7 min de lectura The pilot worked. In a controlled demo, the model answered well, the team applauded, and someone uttered the fateful phrase: "this is ... Andrés Lozada· Apr 16, 2024, 7:00:00 AM ## [Inteligencia Artificial SLMs: small, specialized language models](https://sumatogroup.com/en/insights/blog/slm-modelos-pequenos) 7 min de lectura Over the past year, the conversation about artificial intelligence has revolved almost entirely around a single number: parameter ... Andrés Lozada· Mar 12, 2024, 7:00:00 AM ## [Inteligencia Artificial AI Agents: From Copilot to Autonomous Agent](https://sumatogroup.com/en/insights/blog/agentes-de-ia) 7 min de lectura Over the past year, copilots have become familiar: a window that suggests code, drafts an email, or summarizes a document while you ... Andrés Lozada· Feb 13, 2024, 7:00:00 AM ## [Inteligencia Artificial AI Governance and Compliance: The New Standard](https://sumatogroup.com/en/insights/blog/gobierno-cumplimiento-ia) 6 min de lectura A few months ago, artificial intelligence governance was a conversation reserved for technical teams. Today, as I open my first ... Andrés Lozada· Jan 16, 2024, 7:00:00 AM ## [Nube 2024 IT Trends: From Pilots to Production](https://sumatogroup.com/en/insights/blog/tendencias-ti-2024) 6 min de lectura 2023 was the year generative AI moved from collective astonishment to the mandatory conversation in every executive committee. For ... Andrés Lozada· Dec 8, 2023, 7:00:00 AM ## [Inteligencia Artificial Cognitive Contact Center: Customer Service Changes Forever](https://sumatogroup.com/en/insights/blog/contact-center-cognitivo) 7 min de lectura For years, calling a contact center meant the same thing: a menu of options that never covered our case, an endless wait, and the ... Andrés Lozada· Nov 17, 2023, 7:00:00 AM ## [Inteligencia Artificial Augmented analytics with generative AI](https://sumatogroup.com/en/insights/blog/analitica-aumentada-ia) 7 min de lectura For years, advanced analytics lived behind an invisible barrier: to ask your data a question, someone had to know how to write a ... Andrés Lozada· Oct 13, 2023, 7:00:00 AM ## [Inteligencia Artificial Real Hyperautomation: When Generative AI Enters the Process](https://sumatogroup.com/en/insights/blog/hiperautomatizacion-ia-generativa) 7 min de lectura For a decade, automation lived confined to the predictable. If a process had clear rules, fixed fields, and a stable format, a robot ... Andrés Lozada· Sep 15, 2023, 7:00:00 AM ## [Inteligencia Artificial Modernizing the Core for the AI Era](https://sumatogroup.com/en/insights/blog/modernizar-core-era-ia) 7 min de lectura The conversation about artificial intelligence dominated every boardroom meeting over the past year. Yet the question almost no one ... Andrés Lozada· Aug 18, 2023, 7:00:00 AM Previous [1](https://sumatogroup.com/en/insights) [2](https://sumatogroup.com/en/insights/tag/inteligencia-artificial/page/2) [Next](https://sumatogroup.com/en/insights/tag/inteligencia-artificial/page/2) Who We Are ## Suscríbase a Insights Análisis de IA, datos y ciberseguridad, en su correo. ![SUMāTO](https://sumatogroup.com/hs-fs/hubfs/BRANDING/SUM%C4%81TO%20%7C%20LOGO%201000x500.png?width=200&height=100&name=SUM%C4%81TO%20%7C%20LOGO%201000x500.png) Strategic technology planning consultants. 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Bosques de las Palmas" }, "name" : "SUMāTO MX", "telephone" : "+52 55 8897 5791" }, { "@type" : "Place", "address" : { "@type" : "PostalAddress", "addressCountry" : "CO", "addressLocality" : "Bogotá", "streetAddress" : "Cra. 45 # 103-34, Of. 202" }, "name" : "SUMāTO CO", "telephone" : "+57 601 724 5059" } ], "logo" : { "@type" : "ImageObject", "height" : 500, "url" : "https://sumatogroup.com/hubfs/BRANDING/SUM%C4%81TO%20%7C%20LOGO%201000x500.png", "width" : 1000 }, "name" : "SUMāTO", "sameAs" : [ "https://www.linkedin.com/company/sumatogroup", "https://www.youtube.com/@sumatogroup", "https://torre.ai/teams/SUMaTOGroup", "https://www.cbinsights.com/company/sumto-group", "https://elioplus.com/profiles/channel-partners/57295/sumato-group" ], "telephone" : "+52 55 8897 5791", "url" : "https://sumatogroup.com" } ``` ```json { "@context" : "https://schema.org", "@id" : "https://sumatogroup.com/#website", "@type" : "WebSite", "description" : "Technology consulting in AI, data, automation, cybersecurity and cloud across Latin America.", "inLanguage" : "en", "name" : "SUMāTO", "publisher" : { "@id" : "https://sumatogroup.com/#organization" }, "url" : "https://sumatogroup.com" } ``` ```json { "@context" : "https://schema.org", "@type" : "BreadcrumbList", "itemListElement" : [ { "@type" : "ListItem", "item" : "https://sumatogroup.com/en", "name" : "Home", "position" : 1 }, { "@type" : "ListItem", "item" : "https://sumatogroup.com/en/insights/tag/inteligencia-artificial", "name" : "Insights listing page", "position" : 2 } ] } ```