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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 12 of 39 posts

Automation8 Apr 20265 min read
Vibe Coding: Should You Build Your Own Business App With AI? Vibe coding lets you build internal tools without learning to code. But there's a hidden cost nobody talks about.
Automation8 Apr 20265 min read
This Lender Used AI to Process 40% More Loans. The Playbook Works for Any Business NewtekOne just proved AI automation in loan processing delivers measurable results. The same playbook applies to any process-heavy business.
Automation8 Apr 20268 min read
AI-Generated Code Has a 9x Duplication Problem. Your Automations Might Too GitClear research shows developers using AI produce 9x more duplicated code. The same pattern happens in business automation, and it's costly.
Automation6 Apr 20266 min read
82% of Small Businesses Think AI Isn’t Relevant to Them New Federal Reserve data reveals a massive gap: 82% of businesses under five employees say AI isn't relevant.
Automation27 Mar 202610 min read
How to Build AI Automation That Survives When You Are Not Looking Automated systems without an owner break silently. Five principles of maintainable automation, plus a checklist.
Automation21 Mar 20268 min read
5 AI Quick Wins That Pay for Themselves in 30 Days Five entry-level automations that ROI in one month. Under £50/month in tooling. Setup takes under 4 hours.
Automation20 Mar 20268 min read
68% of UK Businesses Now Use AI, Here Is What They Automated First New data shows UK SMEs are adopting AI fast. But most are automating the wrong things first. Here's what actually works.
Software and development17 Mar 20269 min read
Zapier vs Make vs N8N: Which Automation Tool Should You Choose in 2026? Zapier is fastest for simple integrations. Make connects AI to workflows. N8N runs the hardest problems. Here's how to pick.
Automation14 Mar 202610 min read
Why 40% of AI Agent Projects Get Cancelled and How to Be in the Other 60% Gartner: 40% of agentic AI projects get cancelled by end 2027. The reasons are predictable. The solution is simpler than you think.
Automation11 Mar 20267 min read
The Real Cost of Doing Nothing About AI in 2026 68% of businesses already use AI. Your competitors are operating at 2-3x efficiency. Every month you wait costs more than the implementation itself.
Automation8 Mar 20269 min read
5 AI Automations You Can Deploy This Week Without a Developer 80% of small business automation needs no developer. Five specific automations with step-by-step setup, tool recommendations, and time savings for each.
Automation5 Mar 20268 min read
AI Agents vs Workflow Automation: Which Does Your Business Need First? 40% of agentic AI projects fail. Most businesses should start with workflow automation. Here's how to know which path fits your operation.

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