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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 4 of 4 posts

Automation6 Apr 20267 min read
The MIT AI Study Everyone’s Misreading (And What It Actually Means for Your Business) MIT researchers tested 40+ AI models against 11,500 real US Labor Department tasks. The result: AI can already handle 65% of text-based work at acceptable quality. Here's what that means if you run a business: and it's not what the headlines say.
AI strategy6 Apr 20269 min read
‘Good Enough’ AI Is Your Most Dangerous Competitor. Here’s Why MIT's latest study found that AI produces work that's 'good enough to pass but not good enough to impress' on 65% of text-based tasks. Here's the insight nobody's talking about: for most businesses, 'good enough' at near-zero marginal cost beats 'excellent' at £50/hour. The companies deploying 'good enough' AI right now are already doing 3x the volume of work.
UK business and governance20 Feb 20269 min read
Responsible AI Isn’t a Nice-to-Have, It’s a Competitive Advantage Companies with clear AI principles are winning talent and contracts. The business case for responsible AI is stronger than the ethical one.
AI strategy20 Feb 202611 min read
How to Use AI for Competitive Intelligence Without Spending a Fortune Affordable approaches to monitoring competitors, summarising market trends, and tracking positioning changes using AI tools you probably already have.

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