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Company Brain field notes

Practical notes on governed knowledge, source-backed automation, model strategy, and production AI systems.

June 19, 2026· Minerva Data Solutions

What is a Company Brain?

A practical explanation of the missing layer between scattered company knowledge and reliable AI automation.

Company BrainAI automationgovernance

June 14, 2026· Minerva Data Solutions

How to choose OSS, proprietary, or self-hosted models when your real asset is governed company knowledge.

model ownershipinfrastructureprivacy

June 12, 2026· Minerva Data Solutions

Why AI summaries need source evidence, freshness checks, and review gates before they become operational knowledge.

summarizationAI assistantscompliance

June 10, 2026· Minerva Data Solutions

Why policies, contracts, and SOPs need governed source context before AI-generated drafts become safe to use.

document generationAI assistantsgovernance

May 25, 2026· Minerva Data Solutions

How to trace answers back to source evidence so audits, legal review, leadership, and agents can trust what the system said.

enterprise RAGaudit traildocument intelligence

May 24, 2026· Minerva Data Solutions

Practical evidence structures for AI governance, operational resilience, and controlled automation.

EU AI ActDORAAI governance

May 23, 2026· Minerva Data Solutions

Why sourced answers still fail, and the checks a Company Brain needs before teams or agents can act on them.

RAG evaluationcitationshallucinations

May 22, 2026· Minerva Data Solutions

The pre-flight checks that stop bad OCR, wrong versions, and permission leaks from poisoning your automation layer.

document AIingestionknowledge management

May 21, 2026· Minerva Data Solutions

Why teams need an inventory of AI systems, knowledge sources, owners, and model paths before automation spreads.

AI registryshadow AIgovernance