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 ...

An AI readiness assessment delivers four concrete things: a maturity index backed by evidence, a measured cost baseline for the ...

The architecture of a cloud solution is one of those conversations many executives prefer to leave entirely in the hands of the ...

When a company says "we want to implement artificial intelligence", it is almost always picturing the top layer: an assistant that ...

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 ...

There is a confusion that repeats in nearly every conversation about technology in the region's companies: using "artificial ...

In nearly every organization beginning its automation journey, the same conversation surfaces at some point: do we need BPM or RPA? ...

At the midpoint of 2026, the conversation about enterprise artificial intelligence changed in tone. It is no longer about proving that ...

Ten years ago, the question at many Latin American companies was whether moving to the cloud made sense. Today that question no longer ...

In 2024 we learned to watch the cloud bill. In 2026 the problem changed in nature: we no longer control servers that consume ...

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 ...

When a company decides to move to the cloud, the conversation usually starts in the technology department. But the real impact — the ...

There is a conversation that repeats often in technology forums, in executive meetings, and in the hallways of any mid-sized company ...

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 has a perception problem working against it. Some companies don't migrate to the cloud because they believe it's less ...

Your company already has an artificial intelligence policy. It is signed, posted on the intranet, and you mentioned it at the last ...

E-invoicing is already automated in the part you can see: the document is issued, validated and delivered without anyone touching it. ...

For years, enterprise artificial intelligence lived boxed into a single modality: text in, text out. In 2026 that frontier dissolved. ...

There is a conversation that is still not happening with enough seriousness in most companies across the region: what exactly happens ...

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 ...

There is an interesting paradox in the artificial intelligence landscape across Latin America. The region has interest, it has ...

December arrives with the pressure of closing out the year and, almost in the same breath, of committing the investment agenda for ...

The AI maturity frameworks from McKinsey, BCG, Accenture, Gartner and the cloud vendors are sound and they work — but they were ...

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: ...

The payroll cycle combines highly automatable work — collecting inputs, validating, generating and reporting — with decisions that are ...

For years, the promise of artificial intelligence in customer service fell short: chatbots that answered questions but resolved ...

When an organization in LATAM adopts artificial intelligence, the first technical question is usually which model to use. The question ...

There is a system in your company that no one wants to touch. It works, it sustains critical operations and yet every change feels ...

A regulatory report is not judged by how fast it is produced but by whether its content can be substantiated. Automating it well means ...

For years, the promise of observability was clear: see everything happening inside your systems so you can respond fast when something ...

I have seen enterprise AI projects fail for reasons that have nothing to do with technology. I have seen organizations with the right ...

The contact center industry in Latin America is at an inflection point. For two decades, the model was relatively stable: hire agents, ...

A cloud bill is denominated in dollars and paid from a budget denominated in pesos, which makes the local cost of an unchanged ...

There is an uncomfortable truth that few technology committees in LATAM dare to put on the table: most of the encryption protecting ...

Nearly every modern organization faces a paradox: never has so much information been available, and never has it been so hard to find ...

When Latin American executives evaluate enterprise AI platforms, "technological sovereignty" rarely appears near the top of the ...

For years, the question in technology committees was how to use artificial intelligence to defend ourselves better. In 2025 the ...

When a CTO or solutions architect hears about "autonomous cognitive agents," the immediate question is not philosophical—it is ...

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 ...

For years, to automate meant programming a robot to repeat, step by step, exactly what a human told it: open this screen, copy that ...

There's a moment in every enterprise AI project that determines whether it moves forward or dies: the presentation to the executive ...

Latin American contact centers face unprecedented pressure today: doing more with less, meeting stricter regulations, delivering ...

For a Chief Compliance Officer at an Electronic Payment Funds Institution (IFPE) in Mexico, January has a particular flavor: it is the ...

Between 2018 and 2022, virtually every company with more than 500 employees in Latin America deployed some variant of a chatbot. The ...

Over the past year we've watched entire teams obsess over choosing the "right" artificial intelligence model: this one reasons better, ...

Over the past decade, the global artificial intelligence market promised a revolution. Chatbots arrived, promised to transform ...

Your organization is no longer asking whether it should use artificial intelligence, but how to do so without losing the hardest thing ...

For weeks now I've been watching the conversation shift with our clients in Mexico and Bogotá. Until recently, when we talked about ...

December always invites us to look back, but this year the most useful exercise is to look ahead. After a 2024 marked by ...

For years, artificial intelligence in customer service was sold as a promise: chatbots that would "understand everything" and resolve ...

An analytics programme working with data about customers, employees or patients is processing personal data, and that fact changes ...

For years, the conversation about technology costs in companies across the region revolved around a single protagonist: the cloud. ...

An automation business case is usually built from an hourly rate times hours saved, and that calculation is wrong in two directions at ...

In 2024, artificial intelligence stopped being a theoretical debate and became an everyday tool on both sides of the digital trench. ...

Most analytics work stops one step short. The figure is correct, the dashboard is built, and the person who could act on it never sees ...

In the early hours of July 19, 2024, millions of screens across airports, hospitals, banks and data centers turned blue. A single ...

On July 19, 2024, millions of screens around the world turned blue at almost the same moment. Airports halted boarding, hospitals ...

Inventory is the part of the supply chain where the system and the warehouse disagree, and every downstream calculation inherits that ...

Every time your team types a question into an AI assistant, attaches a contract to an automatic summarizer, or connects a model to ...

On May 13, 2024, OpenAI introduced GPT-4o, a model that understands and generates text, audio, and image within a single line of ...

A semantic model is the place where "active customer" and "monthly revenue" are defined once, in a form the reporting tools read ...

The pilot worked. In a controlled demo, the model answered well, the team applauded, and someone uttered the fateful phrase: "this is ...

Orchestration is what you need when the individual automations already work and the process still does not. It coordinates the order, ...

Over the past year, the conversation about artificial intelligence has revolved almost entirely around a single number: parameter ...

Over the past year, copilots have become familiar: a window that suggests code, drafts an email, or summarizes a document while you ...

A few months ago, artificial intelligence governance was a conversation reserved for technical teams. Today, as I open my first ...

2023 was the year generative AI moved from collective astonishment to the mandatory conversation in every executive committee. For ...

For years, calling a contact center meant the same thing: a menu of options that never covered our case, an endless wait, and the ...

An automation that runs unattended has no user to notice when it goes wrong. That single property is why testing it is a different ...

For years, advanced analytics lived behind an invisible barrier: to ask your data a question, someone had to know how to write a ...

For a decade, automation lived confined to the predictable. If a process had clear rules, fixed fields, and a stable format, a robot ...

The conversation about artificial intelligence dominated every boardroom meeting over the past year. Yet the question almost no one ...

Generative AI went from a curiosity to a business imperative in a matter of months. Entire teams draft emails, generate code, and ...

The metric most customer service automations are judged on — the share of contacts handled without an agent — measures containment, ...

In the final weeks of May and throughout June 2023, thousands of organizations around the world discovered that a tool they used every ...

Data residency is where information is physically stored. Neither Colombia nor Mexico forbids it leaving the country, but both ...

Most organizations in Latin America already have hundreds of cameras installed, but the uncomfortable truth is that almost no one is ...

Extracting data from a document is not one problem. It is three — finding the document, reading the fields, and deciding whether to ...

You try one of these new language models, it leaves you breathless with the fluency of its answers, and then you ask it about your ...

On March 14, 2023, with the launch of GPT-4, many leadership conversations changed tone: we stopped asking whether generative ...

Over the past few months, one word has crept into every conversation about enterprise technology: copilot. The metaphor is deliberate. ...

For weeks I have been seeing the same thing in meetings with clients and inside SUMāTO: two people ask the same artificial ...

December arrives with a new question in every board meeting: what do we do about generative artificial intelligence? In a matter of ...

In recent weeks, one name has slipped into hallway conversations, WhatsApp groups, and executive committee meetings: ChatGPT. Launched ...

An RPA estate is not a set of finished projects. It is a set of programs that depend on screens and systems somebody else controls, ...

A metric does not have to be wrong to mislead. Most of the figures that produce bad decisions are calculated correctly and read badly ...

For years, artificial intelligence was, for most companies, a background promise: something that sorted emails, recommended products ...

There is a conversation that recurs in almost every board across the region: the system that runs operations has worked for years, no ...

For years, enterprise chatbots promised much and delivered little: rigid decision trees that replied "I didn't understand your ...

An automation that runs correctly and that nobody uses has failed. In Colombia and Mexico this is a more common outcome than a ...

In recent months, many boards have discovered the same uncomfortable truth: no matter how sophisticated the AI model an organization ...

A decade ago, recovering from an IT disaster meant maintaining a second data center full of standby servers, powered on twenty-four ...

For years we talked about automation as if it were synonymous with software robots copying data from one screen to another. It works, ...

When a vulnerability in a logging library almost no one had heard of put half the internet at risk late last year, many executives ...

For a decade, we data teams have lived with an architecture split in two: on one side the data lake, cheap and flexible, where ...

The pilot worked, everyone saw it run, and eight months later it is still the only automation in production. This is the most common ...

At 3 a.m., the on-call engineer's phone buzzes for the tenth time in an hour. Five of those alerts describe the same incident from ...

I begin this January of 2022 with a conviction I have been developing for months in conversations with technology leaders in Mexico ...

On December 9, 2021, a single line of malicious text was enough to take control of servers across the planet. The cause: a flaw in ...

It is 3:14 in the morning and a disk fills up on the server that runs your ordering platform. No one on your team is awake, but the ...

A landing zone is the set of decisions — accounts, identity, network, controls, cost attribution — that get made once, before any ...

Every time an employee cannot access their email, loses minutes on a call, or waits hours for someone to "get back" to their request, ...

Reconciling means pairing what the bank reports against what accounting recorded, and explaining every difference. It automates well ...

For a decade, the promise was seductive: concentrate all of the organization's data in a single central repository, governed by a ...

By 2021, business teams no longer wait for IT to solve their problems: they build workflows in spreadsheets, connect applications with ...

Imagine your organization did everything right: you patched your servers, trained your team, bought reputable security tools. And yet, ...

The email lands on an ordinary Tuesday: encrypted files, a ransom note, and a clock counting down. In that moment, the question that ...

When two teams bring different figures for the same metric, there is almost never a calculation error: there are two definitions ...

An automation is another user: it signs into systems, reads information and executes operations. The difference is that it does not ...

On May 7, 2021, one of the most significant fuel pipelines in North America shut down its operation. It was not a mechanical failure ...

Your company moved to the cloud in search of agility and savings, and for a while both showed up. Then the invoice arrived: higher ...

An automation centre of excellence is the team that decides what gets automated, to what standard it is built, and who answers when ...

Your data science team built a promising model: it predicted customer churn with notable accuracy in the lab. Six months later, that ...

The hybrid model has stopped being a temporary experiment and become the permanent way many organizations across LATAM operate. What ...

I begin 2021 with a conviction I have been repeating for months in every conversation with clients and with my own team: the security ...

The close of 2020 leaves every board with an uncomfortable certainty: technology has stopped being a support function and become the ...

Data governance is the set of agreements about who defines each data item, who answers for its quality and who may use it. It is not a ...

Just a few months ago, most security teams operated within a reasonably clear perimeter: offices, a corporate network, a handful of ...

Attended automation runs alongside a person, who launches it and decides at the points that require it. Unattended runs on its own, on ...

A decade ago, serving a customer meant waiting for the phone to ring. Today that same customer messages you on WhatsApp at eleven at ...

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 ...

Imagine a promotion sells out its inventory in four hours, but your team only finds out when it reviews the report the following ...

For years, the business continuity plan lived in a folder. It was a document that got approved, filed and rarely put to the test. ...

When the pressure for efficiency mounts, the first question I hear in leadership committees isn't "how do we grow?" but "how do we do ...

For years, corporate security was imagined as a castle: a sturdy wall, a well-guarded moat, and a single point of entry. As long as ...

Automating the wrong process does not improve it: it entrenches the error and runs it faster, with fewer people watching. There are at ...

In a matter of weeks, teams across LATAM went from sharing documents in the conference room to editing them simultaneously from ten ...

There are moments when the question stops being "should we enable remote work?" and becomes "can we make it work for everyone, ...

Integrating means making two systems exchange data reliably and repeatably. Automating means reducing the human effort of a task. When ...

A data warehouse stores information already structured and modelled to answer known questions. A lake stores data in its original form ...

For years, the infrastructure conversation was framed as a binary choice: either you kept your systems in your own data center, or you ...

A few days ago, traveling between our offices in Mexico City and Bogota, I opened my laptop in a waiting area and, within seconds, had ...

With only a few weeks left to close out the decade, the board of any organization in LATAM faces the same question: which technologies ...

It is 3:14 in the morning and the billing system has stopped responding. The clock is ticking, orders are piling up and every minute ...

Your IT team spends much of its day putting out fires: a server that keeps rebooting, an email that won't go through, a user who lost ...

For years we were told that data was the new oil and that accumulating information was, in itself, a competitive advantage. Today, in ...

At three in the morning, an alert warns that the system is down. Monitoring does its job: it tells you what failed. But when you open ...

A hybrid architecture combines owned infrastructure with public cloud services and splits workloads between them according to what ...

For years, speaking to a machine and expecting a sensible answer was the stuff of science fiction. In 2019 it stopped being so. ...

Process mining rebuilds how a process actually runs from the records your systems already produce. Instead of asking people how they ...

Imagine deciding to construct a building without blueprints. Each crew raises its wall whenever it wants, with whatever materials are ...

Imagine that on a Monday morning your team powers on their computers and, instead of the usual system, finds a note: your files are ...

Onboarding a customer combines three things: gathering information, verifying it, and deciding whether to accept the risk. The first ...

Just a few years ago, standing up a server meant opening a ticket, waiting days and configuring every package, every port and every ...

For years, those of us on data teams have lived with an uncomfortable contradiction: we invest in modern platforms, we hire analytical ...

Over the past few years, many organizations in the region have discovered the power of software robots: small programs able to copy ...

A few days ago, walking a manufacturing plant alongside a client in northern Mexico, I stopped in front of a packaging line that ...

Every December I sit down with our teams and with the leadership committees of several clients across the region to do the same ...

A dashboard is worth only what it changes. If nobody acts differently after looking at it, it is an expensive report with charts — and ...

The first time I asked to run a real disaster recovery test at SUMāTO, someone on the team told me, in all honesty: "We have the plan ...

Over the past few months I've spoken with several executives who share the same frustration: they invested in new platforms, hired ...

I have spent months in conversation with business leaders across LATAM who already have dashboards, reports and metrics to spare, and ...

Procure-to-pay connects a need to a disbursement through five steps: request, approval, order, receipt and payment. It automates well ...

A few weeks ago I was talking with the technology team of a company that had just been through an uncomfortable audit. The application ...

A few months ago, alongside a data team, I reviewed a customer churn prediction model that had been "finished" for nearly a year. It ...

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 ...

The first time a client asked me, "Do you know exactly what data of mine you keep, where and why?", I realized I didn't have a clean ...

Every time I visit a client and review how their back-office operates, I find the same pattern: talented people spending hours copying ...

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 ...

The first time I took containers to production, the excitement lasted exactly until the small hours of the morning when a server died ...

In these first days of 2018 I've had to answer the same question in several leadership meetings: "Does this affect us?". I'm talking ...

Every December I repeat the same exercise with my team: we close out the year's projects, look at what we promised in January and ask ...

A few weeks ago, a client told me with complete calm: "We're covered, we back up every night." I asked a single question: "When was ...

A few months ago, in a meeting with the leadership team of a distribution company, I witnessed a scene that repeats itself across ...

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 ...

A few weeks ago I toured a manufacturing plant where a supervisor proudly showed me a notebook in which he wrote down, by hand, the ...

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 ...

Every time I visit a client in this first half of 2017, the same question comes up, almost always with a hint of skepticism: "Is ...

On Friday, May 12, 2017, I received, like many colleagues across the region, a stream of messages that boded nothing good: hospitals ...

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 ...

Last week I sat with a team that was proudly celebrating going from a deployment every three months to one every three weeks. Good ...

The first time I saw a Hadoop cluster processing a full day of a retailer's transactions, it became clear to me that the problem was ...

Every so often, a technology stops being an option and becomes a condition of competitiveness. In 2017, that technology is the cloud. ...