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Token Economics: How to Predict AI Costs (and Avoid Billing Surprises)

Token Economics: How to Predict AI Costs (and Avoid Billing Surprises)

by Javier Elorduy | Feb 3, 2026 | Artificial Intelligence, General

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...

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AI Agent Orchestration: Frameworks vs. Native Code? A Strategic Guide for Business and Tech Leaders

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...

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AI Agents That Act: Technical Design of Human-in-the-loop to Avoid Operational Catastrophes

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,...

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Your AI isn’t hallucinating, it’s intoxicated: The invisible data engineering behind RAG success

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...

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APIs vs. Events: The Right Architecture to Prevent Your AI from Crashing the ERP

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...

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The Obsession with Latency: Engineering Strategies So AI Doesn’t Feel Slow

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...

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Your AI Demo Works Perfectly. Your Production System Will Crash. Let’s Talk About State.

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...

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AI Cost Optimization: Architecture, Models and Deployment Without Surprises

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...

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How to Secure an AI Solution: 5 Critical Security Pillars for Production (Without Exposing the Company)

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...

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