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AI Governance: The Technical Insurance Against Expensive Rebuilds

AI Governance: The Technical Insurance Against Expensive Rebuilds

by Javier Elorduy | Apr 9, 2026 | Artificial Intelligence

In the rush not to be left behind, many companies build AI on foundations of sand. The first layer looks solid: a model answers correctly, a demo impresses the room, and the project reaches production. Underneath, however, costs are not measured, data ownership is...
Explainable AI: Why Every Decision Must Show Its Work

Explainable AI: Why Every Decision Must Show Its Work

by Javier Elorduy | Mar 26, 2026 | Artificial Intelligence

Explainable AI begins with a simple problem. Artificial intelligence has become very good at giving us answers, but the real difficulty starts when we ask it a simple question: why? An accurate prediction may look impressive in a demonstration. But when it influences...
AI in Solution Architecture: Who Still Holds the Compass?

AI in Solution Architecture: Who Still Holds the Compass?

by Javier Elorduy | Mar 11, 2026 | Artificial Intelligence, Architecture

AI in solution architecture brings a familiar promise to the table: this time, the machine will make the difficult decisions for us. Artificial intelligence has brought that promise to the architect’s desk. It can compare patterns, generate diagrams, expose risks and...
Small Language Models: Why Smaller Can Be the Smarter Architecture

Small Language Models: Why Smaller Can Be the Smarter Architecture

by Javier Elorduy | Feb 23, 2026 | Artificial Intelligence

In the race for artificial intelligence, many companies are buying a cargo ship to deliver an envelope. They connect their simplest tasks to the largest models available, then wonder why the bill grows faster than the business value. Small Language Models offer...
Event Driven AI Architecture: Why Your ERP Should Stop Answering Every Question

Event Driven AI Architecture: Why Your ERP Should Stop Answering Every Question

by Javier Elorduy | Feb 11, 2026 | Artificial Intelligence

The Illusion of Simplicity: Why Direct Integration Is a Trap An event driven AI architecture often begins with a simple temptation: connect the AI directly to the ERP. The REST API already exists, the data is there, and the reasoning seems sound. If the chatbot needs...
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