Insights
Engineering notes on governed AI adoption.
Analysis grounded in official data and production experience — no hype, no vendor pitch. What AI automation actually involves for UK organisations that have to live with the consequences.
UK AI Adoption 2026
What the ONS, DSIT and DBT figures actually show about how UK businesses are adopting AI — and where the gaps are.
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RPA vs Agentic Automation
Rule-based bots versus reasoning agents — an honest comparison of where each approach fits and where each fails.
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Private LLM Deployment
How to run large language models on your own data without sending it to a public API — architecture, models and trade-offs.
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