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Data

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

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Current edition

Useful ideas for better technology decisions.

4 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

Digital operations
033 min
From spreadsheets and email to an operations platform: when it is worth it

A guide to separate a process that needs discipline from an operation that already needs a product, connected data and traceability.

Equipo VEI

August 4, 2026

Technology trends
0410 min
What Valtora is: a single-tenant operations platform for assets, maintenance and AI

Valtora is a VEI product built to deploy critical operations per client: assets, maintenance, incidents, document knowledge and AI in a dedicated installation.

Equipo VEI

May 8, 2026