Best first AI project: fix a bottleneck, not a chatbot.
Why the best first project is usually one costly workflow with approved information, human review and a visible route to adoption.
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The other team is still guessing. You shouldn’t be.
Short reads for charities, SMEs and not-for-profits who want the pack waiting — not another workshop PDF.
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Start with the job that’s already costing you.
Not a library of AI news. The questions a trustee or an SME owner actually asks before they want it for themselves.
AI and sensitive data for charities
How to think about approved sources, data locations, human review and the limits of any AI system.
Read insightLocal vs cloud AI models: cost and data choices
Where local models fit, where cloud models help, and how to keep usage controlled.
Read insightReduce admin with AI: practical SME workflows
Useful AI starts with the recurring admin, reporting and follow-up work already slowing the team down.
Read insightAI governance questions for trustees
A practical board-level checklist for value, risk, cost, data flow and accountability.
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