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Purpose-driven Data Cleaning: Why Data Quality is the Best AI Investment

Purpose-driven Data Cleaning: Why Data Quality is the Best AI Investment

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...
Small Language Models (SLMs): The Hidden Gem of Corporate Profitability

Small Language Models (SLMs): The Hidden Gem of Corporate Profitability

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...
Intelligent Orchestration: Why your P&L suffers when you use a cannon to kill a fly in AI

Intelligent Orchestration: Why your P&L suffers when you use a cannon to kill a fly in AI

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...
Inference Audit: The First Step to Stop Burning Money in the Cloud

Inference Audit: The First Step to Stop Burning Money in the Cloud

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...
The New AI KPIs: From the Lab to the Balance Sheet

The New AI KPIs: From the Lab to the Balance Sheet

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...
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