VEI / Category

Applied AI

Architecture, product and applied AI with the context, criteria and lessons needed to take ideas into operations.

Current edition

Useful ideas for better technology decisions.

2 published pieces
Applied AI
012 min
AI in maintenance: where it creates value and where it adds risk

Before predicting failures, more verifiable cases exist: finding documentation, classifying incidents and preparing decisions with context.

Equipo VEI

August 24, 2026

Applied AI
023 min
Production RAG: what it must prove before answering users

Retrieving documents is not enough. A RAG system needs permissions, citations, evaluation, observability and a safe exit when it does not know.

Equipo VEI

August 8, 2026