Category

Applied AI

Applied AI for document search and maintenance workflows: data access, citations, evaluation, costs and the decisions that need human review.

Current edition

Useful ideas for better technology decisions.

2 published pieces
Applied AI
2 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.

VEI

August 24, 2026

Applied AI
3 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.

VEI

August 8, 2026