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Honest writing on private AI for UK SMBs.

Not buyer-marketing. Comparison posts, GDPR explainers, and pragmatic notes on running AI inside a 5-50-person firm without giving up control of your data.

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2026-05-19 · 7 min read
The honest ChatGPT alternative for UK law firms
UK solicitors keep being told to "just use ChatGPT Team". Then someone reads the SRA confidentiality rules. Here is the honest comparison.
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2026-05-19 · 6 min read
A cheaper Microsoft Copilot alternative for UK SMBs
Copilot is £24.70/user/month forever. For a 25-person firm that's £7,400/year forever. Here's when an alternative actually pays off.
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2026-05-19 · 8 min read
GDPR-compliant AI tools for UK SMBs — what that actually means
"GDPR-compliant AI" is mostly marketing. Here is what UK GDPR actually requires of an SMB using AI — and how to evaluate vendor claims.
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2026-05-19 · 5 min read
AI that actually remembers — and why ChatGPT memory isn't the same thing
ChatGPT memory is opaque, capped, and account-wide. Real per-user persistent memory for a team is a different shape. Here is the honest take.
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2026-05-19 · 6 min read
Self-hosted AI for UK small businesses — without becoming a DevOps team
Self-hosted AI used to require a sysadmin. Now it runs on a Windows machine in your office. Here is what is actually involved.
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