Featured · AI Automation ai automation for small business uk: 6 smart first moves
Use ai automation for small business uk wisely in 2026, with six practical first moves that save time without adding complexity.
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What we're
learning,
in public.
We build AI systems for UK businesses every week. These are the field notes. What actually works, what doesn't, what we'd tell ourselves before starting. No gated whitepapers. No "top ten tools of 2026" filler.
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Featured · AI Automation 
AI Strategy AGI race: 7 ways Big Tech is building intelligence
AGI race: why the battle for compute, data centres and trust could shape the next intelligence layer for everyday work.
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AI Strategy AI agents for UK businesses: 7 Readiness Checks
AI agents for UK businesses can lift productivity, but only if data, permissions, integrations and governance are ready first.
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AI Strategy SpaceX Anthropic compute deal: 5 AI Infrastructure Lessons
SpaceX Anthropic compute deal analysis: 5 lessons on GPUs, data centres and AI strategy for UK business leaders.
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AI knowledge base decisions need more than a demo. Use these 5 tests to judge policy summaries, SOP drafts and staff answers.
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Use this hybrid IT decision guide to weigh cost, control, compliance and resilience before committing to full cloud migration.
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Industry Insights AI automation for UK accountants: what actually works (and what's vapour)
Eighteen months of shipping AI into UK accounting practices. The three automations that paid for themselves in weeks, and the two that we eventually tore out.
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Case Studies The invoice triage build: four hours a week back in twenty days
A UK professional services firm was paying someone to open invoice emails and file them by hand. Here's exactly how we replaced it, what it cost, and what we'd do differently.
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Tools & Comparisons Claude vs GPT-4 for UK business automations: six months in
We run automations on both. Here's where each one actually wins in production, where they're a coin-flip, and why we default to Claude for anything touching classification.
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Industry Insights AI for UK property management: where the wins are hiding
Property management is a document-heavy, deadline-heavy, communication-heavy business. Three places AI pays for itself, and one we'd leave alone for now.
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AI Strategy Three kinds of AI projects we turn down (and why)
We say no to more discovery calls than we say yes to. Here are the three patterns that make us pass, even when the budget is there.
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AI Automation The RAG mistake everyone makes in 2026
Most RAG systems we audit are technically correct and practically useless. The fix isn't a better vector DB — it's the evaluation loop everyone skips.
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