Is Generative Artificial Intelligence an operational money pit? Many leaders hesitate to scale their solutions for fear of an uncontrollable bill from OpenAI or Azure. However, in high-level architecture, cost is not an inevitable consequence, it is a design variable...
AI Agent Orchestration: Frameworks vs. Native Code? A Strategic Guide for Business and Tech Leaders
by Javier Elorduy | Jan 30, 2026 | Artificial Intelligence, General
AI is not an isolated tool; it is infrastructure In the deployment of Generative AI for enterprises, it is no longer enough to just chat with a machine. We have moved into the era of Agent Systems. When we talk about orchestration, we refer to the invisible...
AI Agents That Act: Technical Design of Human-in-the-loop to Avoid Operational Catastrophes
by Javier Elorduy | Jan 27, 2026 | Artificial Intelligence, General
From Consultant AI to Executive AI Over the last year, the market has undergone a silent but critical transition in technological maturity. We have moved from asking AI to summarize a PDF or explain a concept (passive automation) to asking it to handle a refund,...
Your AI isn’t hallucinating, it’s intoxicated: The invisible data engineering behind RAG success
by Javier Elorduy | Jan 22, 2026 | Artificial Intelligence, General
There is an axiom in computer science that today, with the arrival of Large Language Models (LLMs), is more critical than ever: Garbage in, garbage out. When implementing Retrieval-Augmented Generation (RAG) systems, the architecture that allows connecting an AI to a...
APIs vs. Events: The Right Architecture to Prevent Your AI from Crashing the ERP
by Javier Elorduy | Jan 20, 2026 | Artificial Intelligence, General
The Illusion of Simplicity: Why Direct Integration is a Trap In the current rush to deploy Artificial Intelligence in corporate environments, it is common to see development teams taking the path of least resistance. The reasoning usually goes: If we already have a...
The Obsession with Latency: Engineering Strategies So AI Doesn’t Feel Slow
by Javier Elorduy | Jan 15, 2026 | Artificial Intelligence, General
We have normalized a dangerous lie in the adoption of corporate Artificial Intelligence: believing that if the answer is good, the user won't mind waiting. The operational reality is quite different. In a production environment, friction destroys adoption. If your...
Your AI Demo Works Perfectly. Your Production System Will Crash. Let’s Talk About State.
by Javier Elorduy | Jan 13, 2026 | Artificial Intelligence, General
Let's do an exercise in technical honesty. Building an AI assistant that answers questions about internal documentation is, today, trivial. A junior developer can whip up a functional demo in an afternoon using Python, LangChain, and an API key. In the controlled...
AI Cost Optimization: Architecture, Models and Deployment Without Surprises
by Javier Elorduy | Jan 8, 2026 | Artificial Intelligence, General
There is a dangerous cycle in the corporate adoption of Artificial Intelligence. It starts with the enthusiasm of a successful demo using the most powerful model. It continues with an optimistic rollout across the company. And it ends abruptly with the first cloud...
How to Secure an AI Solution: 5 Critical Security Pillars for Production (Without Exposing the Company)
by Javier Elorduy | Dec 30, 2025 | Artificial Intelligence, General
One of the most feared phrases in a digital strategy meeting is: "We already have the pilot working, can we open it to the whole company tomorrow?" The short answer is no. The long answer involves understanding that Artificial Intelligence, especially Large Language...








