Local AI on a Mac mini: start with the work you want to simplify.
What to assess before using local AI on a Mac mini for document organisation and review: permissions, memory, data flows and human checks.
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AI with a clearly defined job.
Documents, internal search and agents: choose an initial use case, evaluate answers and enforce permissions. Including local deployments and infrastructure decisions for businesses.
A demo is impressive. How do you know the AI is ready?
Evaluate an AI assistant using real questions, acceptance criteria, unanswerable cases and a clear handover to people.
Published Read articleSearch company documents with AI: start by organising the sources.
How to search company documents with AI: prepare versions, permissions, extraction, source references and evaluation before connecting the whole company.
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