--- title: Estrategia y Arquitectura | Insights | SUMāTO description: "Estrategia y Arquitectura in Latin America: analysis, guides and practical cases from SUMāTO on AI, data, cloud and cybersecurity." --- [Skip to content](https://sumatogroup.com/en/insights/tag/estrategia-y-arquitectura#main-content) - [INSIGHTS](https://sumatogroup.com/en/insights) - [SUPPORT](https://sumatogroup.com/en/support) - [CONTACT](https://sumatogroup.com/en/contact) EN [Español](https://sumatogroup.com/insights) [English](https://sumatogroup.com/en/insights/tag/estrategia-y-arquitectura) [![SUMāTO Group — home](https://sumatogroup.com/hs-fs/hubfs/BRANDING/SMT%20-%20LOGO.png?width=40&height=40&name=SMT%20-%20LOGO.png)](https://sumatogroup.com/en) - [HOME](https://sumatogroup.com/en/) - About #### SUMāTO - [About us→](https://sumatogroup.com/en/about-us) - [Terms→](https://sumatogroup.com/en/legal) - [Legal→](https://sumatogroup.com/en/legal) - [Cookies→](https://sumatogroup.com/en/legal) - [Data protection→](https://sumatogroup.com/en/legal) #### METHODOLOGIES - 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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 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 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 ## [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 ## [Nube The Real Benefits of a Cloud Model: When They Materialize and When They Don't](https://sumatogroup.com/en/insights/blog/beneficios-modelo-cloud-empresas) 7 min de lectura There is a version of this conversation that is no longer very useful: the one that lists cloud benefits as if they were product ... Andrés Lozada· Mar 24, 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 ## [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 ## [Ciberseguridad Post-quantum: prepare today for tomorrow's encryption](https://sumatogroup.com/en/insights/blog/post-quantum-cifrado) 8 min de lectura There is an uncomfortable truth that few technology committees in LATAM dare to put on the table: most of the encryption protecting ... Andrés Lozada· Jun 17, 2025, 7:00:00 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 ## [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 ## [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 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 ## [Estrategia y Arquitectura Modernize the Core Without Stopping Operations](https://sumatogroup.com/en/insights/blog/modernizar-el-core) 8 min de lectura There is a conversation that recurs in almost every board across the region: the system that runs operations has worked for years, no ... Andrés Lozada· Sep 15, 2022, 8:00:00 AM ## [Nube Platform Engineering: The Next Step for DevOps](https://sumatogroup.com/en/insights/blog/platform-engineering) 7 min de lectura I begin this January of 2022 with a conviction I have been developing for months in conversations with technology leaders in Mexico ... Andrés Lozada· Jan 13, 2022, 7:00:00 AM ## [Datos y Analítica Data Mesh and Lakehouse: Decentralized Data](https://sumatogroup.com/en/insights/blog/data-mesh-lakehouse) 7 min de lectura For a decade, the promise was seductive: concentrate all of the organization's data in a single central repository, governed by a ... Andrés Lozada· Sep 16, 2021, 8:00:00 AM ## [automatizacion Low-Code/No-Code: Democratizing Development](https://sumatogroup.com/en/insights/blog/low-code-no-code) 7 min de lectura By 2021, business teams no longer wait for IT to solve their problems: they build workflows in spreadsheets, connect applications with ... Andrés Lozada· Aug 18, 2021, 8:00:00 AM ## [Nube Accelerated Cloud Migration: Moving Fast Without Doing It Wrong](https://sumatogroup.com/en/insights/blog/migracion-acelerada-nube) 7 min de lectura The cloud has gone from being a medium-term project to a decision that many organizations in LATAM made in a matter of weeks. The ... Andrés Lozada· Sep 15, 2020, 8:00:00 AM ## [Nube Hybrid Cloud: Flexibility With Control](https://sumatogroup.com/en/insights/blog/nube-hibrida) 7 min de lectura For years, the infrastructure conversation was framed as a binary choice: either you kept your systems in your own data center, or you ... Andrés Lozada· Feb 11, 2020, 7:00:00 AM ## [Estrategia y Arquitectura Enterprise Architecture: The Blueprint That Prevents Chaos](https://sumatogroup.com/en/insights/blog/arquitectura-empresarial-plano) 7 min de lectura Imagine deciding to construct a building without blueprints. Each crew raises its wall whenever it wants, with whatever materials are ... Andrés Lozada· Jun 18, 2019, 8:00:00 AM ## [Estrategia y Arquitectura Digital Transformation with Direction: The Role of the PETI](https://sumatogroup.com/en/insights/blog/transformacion-digital-peti) 7 min de lectura Over the past few months I've spoken with several executives who share the same frustration: they invested in new platforms, hired ... Andrés Lozada· Oct 16, 2018, 8:00:00 AM ## [automatizacion APIs: The Integration Economy](https://sumatogroup.com/en/insights/blog/apis-economia-integracion) 7 min de lectura A few months ago, in a meeting with the technology team of a retail-sector client, I heard a phrase that stuck with me: "we have the ... Andrés Lozada· Jun 19, 2018, 8:00:00 AM ## [automatizacion RPA: Automating Repetitive Back-Office Work](https://sumatogroup.com/en/insights/blog/rpa-back-office) 7 min de lectura Every time I visit a client and review how their back-office operates, I find the same pattern: talented people spending hours copying ... Andrés Lozada· Apr 17, 2018, 8:00:00 AM ## [Nube Multicloud: Freedom Without Lock-In](https://sumatogroup.com/en/insights/blog/multicloud-sin-lock-in) 7 min de lectura A few months ago, in a meeting with a client's technology team, I heard a phrase that stuck with me: "We don't want to end up trapped ... Andrés Lozada· Mar 13, 2018, 7:00:00 AM ## [Nube Kubernetes: Orchestrating Containers for Real](https://sumatogroup.com/en/insights/blog/kubernetes-orquestar-contenedores) 7 min de lectura The first time I took containers to production, the excitement lasted exactly until the small hours of the morning when a server died ... Andrés Lozada· Feb 13, 2018, 7:00:00 AM ## [Nube Microservices: Real Benefits and Traps to Avoid](https://sumatogroup.com/en/insights/blog/microservicios-beneficios-trampas) 7 min de lectura A few months ago I sat down with the technology team of a logistics company trapped by its own success. Every deployment of their core ... Andrés Lozada· Sep 19, 2017, 8:00:00 AM ## [Estrategia y Arquitectura Agility at Scale: Scrum Beyond the Team](https://sumatogroup.com/en/insights/blog/agilidad-a-escala-scrum) 8 min de lectura A few months ago I worked with an organization that was convinced it had a problem with Scrum. "It doesn't work," they told me in our ... Andrés Lozada· Jul 18, 2017, 8:00:00 AM ## [Nube Containers and Docker: The New Deployment Standard](https://sumatogroup.com/en/insights/blog/contenedores-docker) 7 min de lectura The first time a team told me "it works on my machine," I knew the problem was not the code: it was the packaging. I have spent months ... Andrés Lozada· Apr 18, 2017, 8:00:00 AM ## [automatizacion DevOps: Ship Faster Without Breaking Production](https://sumatogroup.com/en/insights/blog/devops-entregar-rapido) 8 min de lectura Last week I sat with a team that was proudly celebrating going from a deployment every three months to one every three weeks. Good ... Andrés Lozada· Mar 14, 2017, 7:00:00 AM ## [Nube The cloud is no longer optional: a cloud strategy for 2017](https://sumatogroup.com/en/insights/blog/estrategia-cloud-2017) 5 min de lectura Every so often, a technology stops being an option and becomes a condition of competitiveness. In 2017, that technology is the cloud. ... Andrés Lozada· Jan 17, 2017, 7:00:00 AM 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. AI, Analytics, Cloud and Cybersecurity ## Navigation [Home](https://sumatogroup.com/en) [Capabilities](https://sumatogroup.com/en/artificial-intelligence) [Consulting](https://sumatogroup.com/en/strategic-consulting) [Operations](https://sumatogroup.com/en/managed-services) [Industries](https://sumatogroup.com/en/banking-finance) [Resources](https://sumatogroup.com/en/insights) ## SUMāTO [About](https://sumatogroup.com/en/about-us) [Terms](https://sumatogroup.com/en/legal#terminos) [Legal & Privacy](https://sumatogroup.com/en/legal) [Data protection](https://sumatogroup.com/en/legal) Cookies ## [Contact](https://sumatogroup.com/en/contact) [sales@sumatogroup.com](mailto:sales@sumatogroup.com) Mexico HQ Mexico City, Mexico [+52 55 8897 5791](tel:+525588975791) Bogotá Bogotá, Colombia [+57 601 724 5059](tel:+576017245059) © 2026 SUMāTO Group. 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