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Perspectivas en inteligencia artificial, analítica, automatización y seguridad para líderes que ejecutan.
Mexico and Artificial Intelligence: An Ecosystem Growing in Earnest
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 ...
What a client walks away with after an AI readiness assessment | SUMāTO
An AI readiness assessment delivers four concrete things: a maturity index backed by evidence, a measured cost baseline for the ...
Cloud Architecture: Principles Every Executive Should Understand
The architecture of a cloud solution is one of those conversations many executives prefer to leave entirely in the hands of the ...
Anatomy of an enterprise AI assistant: the 7 layers that separate a demo from production
When a company says "we want to implement artificial intelligence", it is almost always picturing the top layer: an assistant that ...
How to Implement AI in Your Company: A Process That Works in Practice
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 ...
BPM vs. RPA: What's the Difference and When to Use Each One
In nearly every organization beginning its automation journey, the same conversation surfaces at some point: do we need BPM or RPA? ...
The state of enterprise AI at mid-2026
At the midpoint of 2026, the conversation about enterprise artificial intelligence changed in tone. It is no longer about proving that ...
FinOps for agentic AI: controlling the cost of agents
In 2024 we learned to watch the cloud bill. In 2026 the problem changed in nature: we no longer control servers that consume ...
Cyber resilience with AI: defend and recover from ransomware
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 ...
The Real Business Impact of Cloud: Beyond Cutting IT Costs
When a company decides to move to the cloud, the conversation usually starts in the technology department. But the real impact — the ...
Artificial Intelligence in Latin America: Where We Stand and Where We're Headed
There is a conversation that repeats often in technology forums, in executive meetings, and in the hallways of any mid-sized company ...
The Real Benefits of a Cloud Model: When They Materialize and When They Don't
There is a version of this conversation that is no longer very useful: the one that lists cloud benefits as if they were product ...
Cloud Security: 90% of Incidents Are Preventable
Cloud security has a perception problem working against it. Some companies don't migrate to the cloud because they believe it's less ...
AI Compliance in 2026: From Policy to Practice
Your company already has an artificial intelligence policy. It is signed, posted on the intranet, and you mentioned it at the last ...
Automating e-invoicing in Colombia and Mexico
E-invoicing is already automated in the part you can see: the document is issued, validated and delivered without anyone touching it. ...
Multimodal AI in business: voice, image, and video that understand
For years, enterprise artificial intelligence lived boxed into a single modality: text in, text out. In 2026 that frontier dissolved. ...
Enterprise AI Risk and Security: What No One Wants to Review in the Boardroom
There is a conversation that is still not happening with enough seriousness in most companies across the region: what exactly happens ...
Autonomous agents in production: from promise to operation
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 ...
The AI Technology Gap: Why Adoption in Latin America Is Moving Slower Than It Should
There is an interesting paradox in the artificial intelligence landscape across Latin America. The region has interest, it has ...
Passing to a person: designing the handoff in an automated process
No process is automated one hundred per cent, so every automated process has a point where it passes to a person. That handoff is ...
Automating returns: the process nobody designs
Every organisation designs the process of selling with care, and very few design the process of receiving goods back. Returns are ...
IT trends 2026: the board's agenda for the year ahead
December arrives with the pressure of closing out the year and, almost in the same breath, of committing the investment agenda for ...
The world's best AI frameworks were designed for the Fortune 500. What about everyone else?
The AI maturity frameworks from McKinsey, BCG, Accenture, Gartner and the cloud vendors are sound and they work — but they were ...
Portfolio analytics: prioritising collections work
Most collections teams prioritise by age and amount because those are the figures already to hand. Prioritising by probability of ...
Resilience 2025: continuity, cybersecurity, and recovery, together
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: ...
Cloud governance: who can create what, and within which limits
The cloud removed the friction of creating infrastructure, and with it went the control that friction had been imposing without anyone ...
Automating contract management and renewal dates
Most organisations do not lose money by negotiating a contract badly: they lose it by letting the contract renew itself because nobody ...
Automating payroll and HR: what to automate and what not to
The payroll cycle combines highly automatable work — collecting inputs, validating, generating and reporting — with decisions that are ...
The autonomous contact center: when AI resolves and executes
For years, the promise of artificial intelligence in customer service fell short: chatbots that answered questions but resolved ...
Master data: reaching a single view of the customer
The same customer appears three times because three systems captured them at three moments, with no shared rule about what identifies ...
Connectivity to the cloud: the detail that gets forgotten
A technically impeccable migration can be experienced as a step backwards if the network link does not keep up. Once the application ...
Data sovereignty and residency in LATAM
When an organization in LATAM adopts artificial intelligence, the first technical question is usually which model to use. The question ...
Automating approvals and electronic signatures
An approval by email leaves no process behind: it leaves a conversation. Nobody knows for certain where it stands, who is holding it ...
Data freshness: how often it is worth refreshing
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 ...
AI-Assisted Modernization: Refactoring with a Copilot
There is a system in your company that no one wants to touch. It works, it sustains critical operations and yet every change feels ...
Cloud contracts: thinking about the exit from the start
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 ...
Automating regulatory reporting: traceability before speed
A regulatory report is not judged by how fast it is produced but by whether its content can be substantiated. Automating it well means ...
Automating supplier onboarding and control
Onboarding a supplier looks like an administrative formality and is in fact a risk control. It is the moment an organisation decides ...
AI-powered observability: from reacting to anticipating
For years, the promise of observability was clear: see everything happening inside your systems so you can respond fast when something ...
The Convergence of Cognitive AI and Contact Center That Redefines Customer Experience
The contact center industry in Latin America is at an inflection point. For two decades, the model was relatively stable: hire agents, ...
Cloud cost in local currency: the exchange rate nobody budgeted
A cloud bill is denominated in dollars and paid from a budget denominated in pesos, which makes the local cost of an unchanged ...
Post-quantum: prepare today for tomorrow's encryption
There is an uncomfortable truth that few technology committees in LATAM dare to put on the table: most of the encryption protecting ...
Intelligent Document Management with AI: From Document Chaos to Structured Knowledge
Nearly every modern organization faces a paradox: never has so much information been available, and never has it been so hard to find ...
Technological Sovereignty and Enterprise AI: Why It Matters That Your Cognitive Agent Is Latin American-Built
When Latin American executives evaluate enterprise AI platforms, "technological sovereignty" rarely appears near the top of the ...
Incident response: what gets decided in the first hours
The outcome of an incident is decided in the first hours, and almost all of those decisions are organisational rather than technical: ...
Indicators that actually get used: designing to decide
An indicator nobody uses is not a visualisation problem. It is an indicator tied to no decision. Before designing the dashboard it is ...
Cybersecurity in the era of generative AI
For years, the question in technology committees was how to use artificial intelligence to defend ourselves better. In 2025 the ...
Architecture of an Autonomous Cognitive Agent: What's Behind It, for the CTO Who Needs to Understand the Technology
When a CTO or solutions architect hears about "autonomous cognitive agents," the immediate question is not philosophical—it is ...
Cognitive Agents in the Oil & Gas Sector: Cognitive Automation for High-Risk Critical Operations
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 ...
Agentic Automation: Processes That Run Themselves
For years, to automate meant programming a robot to repeat, step by step, exactly what a human told it: open this screen, copy that ...
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