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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 ## [Nube Cloud Architecture: Principles Every Executive Should Understand](https://sumatogroup.com/en/insights/blog/arquitectura-nube-principios-empresas) 7 min de lectura The architecture of a cloud solution is one of those conversations many executives prefer to leave entirely in the hands of the ... Andrés Lozada· Jul 22, 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 ## [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 ## [Ciberseguridad Cyber resilience with AI: defend and recover from ransomware](https://sumatogroup.com/en/insights/blog/ciber-resiliencia-ia) 7 min de lectura The ransomware of 2026 no longer looks like that of three years ago. Where an attacker once needed days or weeks to move inside a ... Andrés Lozada· May 12, 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 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 ## [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 ## [automatizacion Automating e-invoicing in Colombia and Mexico](https://sumatogroup.com/en/insights/blog/automatizar-facturacion-electronica-colombia-mexico) 8 min de lectura E-invoicing is already automated in the part you can see: the document is issued, validated and delivered without anyone touching it. ... Andrés Lozada· Feb 18, 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 ## [automatizacion Passing to a person: designing the handoff in an automated process](https://sumatogroup.com/en/insights/blog/handoff-humano-procesos-automatizados) 6 min de lectura No process is automated one hundred per cent, so every automated process has a point where it passes to a person. That handoff is ... Andrés Lozada· Dec 17, 2025, 7:00:00 AM ## [automatizacion Automating returns: the process nobody designs](https://sumatogroup.com/en/insights/blog/automatizar-devoluciones-postventa) 5 min de lectura Every organisation designs the process of selling with care, and very few design the process of receiving goods back. Returns are ... Andrés Lozada· Dec 10, 2025, 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 ## [Datos y Analítica Portfolio analytics: prioritising collections work](https://sumatogroup.com/en/insights/blog/analitica-cartera-cobranza) 5 min de lectura Most collections teams prioritise by age and amount because those are the figures already to hand. Prioritising by probability of ... Andrés Lozada· Nov 19, 2025, 7:00:00 AM ## [Ciberseguridad Resilience 2025: continuity, cybersecurity, and recovery, together](https://sumatogroup.com/en/insights/blog/resiliencia-integrada) 7 min de lectura It's 2:47 in the morning and a ransomware message appears on the data center screens. In that instant, three questions strike at once: ... Andrés Lozada· Nov 18, 2025, 7:00:00 AM ## [Nube Cloud governance: who can create what, and within which limits](https://sumatogroup.com/en/insights/blog/gobierno-de-nube-quien-aprueba) 5 min de lectura The cloud removed the friction of creating infrastructure, and with it went the control that friction had been imposing without anyone ... Andrés Lozada· Nov 12, 2025, 7:00:00 AM ## [automatizacion Automating contract management and renewal dates](https://sumatogroup.com/en/insights/blog/automatizar-gestion-contratos-vencimientos) 5 min de lectura Most organisations do not lose money by negotiating a contract badly: they lose it by letting the contract renew itself because nobody ... Andrés Lozada· Nov 6, 2025, 7:00:00 AM ## [automatizacion Automating payroll and HR: what to automate and what not to](https://sumatogroup.com/en/insights/blog/automatizar-nomina-que-se-puede) 8 min de lectura The payroll cycle combines highly automatable work — collecting inputs, validating, generating and reporting — with decisions that are ... Andrés Lozada· Oct 21, 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 ## [Datos y Analítica Master data: reaching a single view of the customer](https://sumatogroup.com/en/insights/blog/datos-maestros-cliente-unico) 5 min de lectura The same customer appears three times because three systems captured them at three moments, with no shared rule about what identifies ... Andrés Lozada· Sep 24, 2025, 7:00:00 AM ## [Nube Connectivity to the cloud: the detail that gets forgotten](https://sumatogroup.com/en/insights/blog/conectividad-hacia-la-nube) 5 min de lectura A technically impeccable migration can be experienced as a step backwards if the network link does not keep up. Once the application ... Andrés Lozada· Sep 17, 2025, 7:00:00 AM ## [Nube Data sovereignty and residency in LATAM](https://sumatogroup.com/en/insights/blog/soberania-dato-latam) 7 min de lectura When an organization in LATAM adopts artificial intelligence, the first technical question is usually which model to use. The question ... Andrés Lozada· Sep 16, 2025, 7:00:00 AM ## [automatizacion Automating approvals and electronic signatures](https://sumatogroup.com/en/insights/blog/automatizar-aprobaciones-firmas) 5 min de lectura An approval by email leaves no process behind: it leaves a conversation. Nobody knows for certain where it stands, who is holding it ... Andrés Lozada· Sep 9, 2025, 7:00:00 AM ## [Datos y Analítica Data freshness: how often it is worth refreshing](https://sumatogroup.com/en/insights/blog/frescura-del-dato-cada-cuanto-actualizar) 6 min de lectura The right question is not how often a piece of data can be refreshed, but how often it needs to be refreshed for the decision it ... Andrés Lozada· Aug 21, 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 ## [Nube Cloud contracts: thinking about the exit from the start](https://sumatogroup.com/en/insights/blog/contratos-salida-de-nube) 5 min de lectura Dependence on a cloud provider is not decided the day you want to leave: it is decided the day you sign, and in every architectural ... Andrés Lozada· Aug 13, 2025, 7:00:00 AM ## [automatizacion Automating regulatory reporting: traceability before speed](https://sumatogroup.com/en/insights/blog/automatizar-reportes-regulatorios) 8 min de lectura A regulatory report is not judged by how fast it is produced but by whether its content can be substantiated. Automating it well means ... Andrés Lozada· Aug 12, 2025, 7:00:00 AM ## [automatizacion Automating supplier onboarding and control](https://sumatogroup.com/en/insights/blog/automatizar-alta-proveedores-cumplimiento) 5 min de lectura Onboarding a supplier looks like an administrative formality and is in fact a risk control. It is the moment an organisation decides ... Andrés Lozada· Jul 22, 2025, 7:00:00 AM ## [Operación y Soporte AI-powered observability: from reacting to anticipating](https://sumatogroup.com/en/insights/blog/observabilidad-con-ia) 6 min de lectura For years, the promise of observability was clear: see everything happening inside your systems so you can respond fast when something ... Andrés Lozada· Jul 15, 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 ## [Nube Cloud cost in local currency: the exchange rate nobody budgeted](https://sumatogroup.com/en/insights/blog/costo-nube-pesos-tipo-cambio) 7 min de lectura A cloud bill is denominated in dollars and paid from a budget denominated in pesos, which makes the local cost of an unchanged ... Andrés Lozada· Jun 17, 2025, 7:00:00 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 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 ## [Ciberseguridad Incident response: what gets decided in the first hours](https://sumatogroup.com/en/insights/blog/respuesta-incidentes-primeras-horas) 6 min de lectura The outcome of an incident is decided in the first hours, and almost all of those decisions are organisational rather than technical: ... Andrés Lozada· May 22, 2025, 7:00:00 AM ## [Datos y Analítica Indicators that actually get used: designing to decide](https://sumatogroup.com/en/insights/blog/indicadores-que-si-se-usan) 6 min de lectura An indicator nobody uses is not a visualisation problem. It is an indicator tied to no decision. Before designing the dashboard it is ... 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Bosques de las Palmas" }, "alternateName" : [ "SUMāTO Group", "SUMATO Group", "Sumato Group", "SUMATO", "SUMaTO", "SUMaTO Group", "SUMTO", "SUMTO Group" ], "areaServed" : [ { "@type" : "Country", "name" : "México" }, { "@type" : "Country", "name" : "Colombia" }, { "@type" : "Place", "name" : "Latinoamérica" } ], "contactPoint" : { "@type" : "ContactPoint", "areaServed" : "Latinoamérica", "availableLanguage" : [ "es", "en" ], "contactType" : "sales", "email" : "sales@sumatogroup.com" }, "description" : "SUMāTO is a Latin American technology consulting and integration firm founded in 2016, with a presence in Mexico and Colombia. It designs, implements and operates artificial intelligence, data analytics, automation, cybersecurity and cloud on the systems a client already runs, under governance frameworks such as NIST AI RMF and ISO/IEC 42001.", "foundingDate" : "2016", "knowsAbout" : [ "Inteligencia Artificial", "IA Generativa", "Agentes de IA", "Analítica de Datos", "Big Data", "Automatización de Procesos (RPA)", "Ciberseguridad", "Computación en la Nube", "Continuidad del Negocio y Recuperación ante Desastres", "Arquitectura Empresarial", "Transformación Digital" ], "legalName" : "SUMāTO Group", "location" : [ { "@type" : "Place", "address" : { "@type" : "PostalAddress", "addressCountry" : "MX", "addressLocality" : "Huixquilucan", "addressRegion" : "Estado de México", "postalCode" : "52787", "streetAddress" : "Av. Vialidad de la Barranca No. 6, Torre 1, Suite 400, Piso 4, Col. 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", "name" : "Insights listing page", "position" : 2 } ] } ```