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What I learn building automation and software for businesses. 233 posts, free to read, no sign-up.

The AI Implementation Opportunity Report 2026

12,000 words and 80+ verified sources: pricing benchmarks, opportunities by sector, GEO trends and the root causes of small-business AI failures that most reports miss.

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All 233 AI agents and tools 31 AI strategy 75 Automation 68 Software and development 37 UK business and governance 22

Showing 1 to 3 of 3 posts

UK business and governance5 May 202613 min read
AI for UK estate agents: the 30-day playbook for the 48% still on the sidelines 52% of UK estate agencies plan to adopt AI by 2026, according to EstateAgentToday. That leaves 48% still standing still while their competition wires up lead qualification, viewing scheduling, and property descriptions. After 120+ AI projects across 15+ industries, this is the four-week playbook I run with mid-size lettings and sales agencies. Week 1 audits the workflow. Week 2 picks the one tool. Week 3 pilots it on a single branch. Week 4 measures and decides whether to roll wider. The right UK tools (Iceberg Digital, Street.co.uk, Genmar, BlueLlama, Reapit AI), the wrong ones, and the anti-pattern that wastes the most agency money.
UK business and governance5 May 202612 min read
The £495 AI agent vs the £75,000 AI build: when each one is right (and when both are wrong) UK pricing data shows AI projects ranging from £10/month SaaS tools to £100,000+ full custom machine-learning builds. Most SMBs pay the wrong price for their actual problem. Here's the five-tier cost framework, what each tier is built for, and the three failure modes that hit owners who buy the tool when they needed a process redesign or pay enterprise prices for what was always a SaaS-shaped problem.
UK business and governance10 Apr 20267 min read
OpenAI Just Paused Its UK Data Centre. Here’s What That Actually Means for Your Business. OpenAI shelved its Stargate UK compute project over energy costs and regulation. Politicians are blaming each other. But for UK businesses, the real lesson is simpler than anyone’s admitting.

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