by Javier Elorduy | Feb 24, 2026 | Artificial Intelligence, General
In the current landscape of 2026, the difference between an AI that generates value and one that drains the budget lies in the purity of the information feeding it. Many organizations make the mistake of dumping large volumes of data into their models, expecting...
by Javier Elorduy | Feb 23, 2026 | Artificial Intelligence, General
In the race for AI, many companies are draining their ROI by using massive models for tasks that simply do not require them. Small Language Models (SLMs) have emerged as the smartest technical alternative to optimize the P&L: they offer lower latency, minimal...
by Javier Elorduy | Feb 17, 2026 | Artificial Intelligence, General
Did you know that many companies are wasting up to 80% of their AI budget on tasks that a model ten times cheaper could solve? Operational efficiency in 2026 is not just about implementing technology, but about orchestrating it with surgical precision. Discover how...
by Javier Elorduy | Feb 13, 2026 | Artificial Intelligence, General
Many AI implementations fail not due to a lack of accuracy, but because of financial leaks in their architecture. We analyse how to perform an inference audit to identify unnecessary API calls, model over-provisioning, and optimize OPEX before costs scale out of...
by Javier Elorduy | Feb 10, 2026 | Artificial Intelligence, General
In the 2026 business landscape, the viability of any Artificial Intelligence project is decided on the financial balance sheet. This article explores the necessary transition from laboratory-based metrics to high-impact performance indicators (KPIs) that transform...
by Javier Elorduy | Feb 6, 2026 | Artificial Intelligence, General
In conventional software architecture, success is measured by technical availability. However, in Generative Artificial Intelligence, a fast response does not equate to a quality response. Semantic observability allows for real-time verification of whether the system...
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...
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...
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,...
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...
