Notes from
the work.

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.

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

Showing 1 to 7 of 7 posts

The Implementation Gap infographic: 12.6% median course completion, 46% of software licences unused
AI strategy26 May 20262 min read
Buying isn’t implementing Why most courses and tools get bought and quietly abandoned, and the single thing the data shows actually changes it.
The Implementation Gap infographic: 12.6% median course completion, 46% of software licences unused, and completion rising to 65.5% with structure and community.
AI strategy25 May 20263 min read
The Implementation Gap: Why Most of What You Buy Never Gets Used Original analysis: the median online course completion rate is 12.6%, and 46% of software licences sit unused. The data shows the problem was never buying. It was implementing.
AI strategy5 May 20268 min read
CEOs and boards are now fighting over AI implementation speed. Here’s how to pick a pace that doesn’t fail. Business Insider reported on 4 May 2026 that CEOs and boards across the United Kingdom and the United States are openly disagreeing on how fast to push AI inside their companies. Some boards want urgency, some CEOs want caution, and the disagreement is forcing pace decisions that often go wrong in both directions. This piece walks through three honest pace options for SMBs (slow-and-stable, fast-and-fix, parallel-track), shows which org each one fits, lists the three signs you've picked the wrong one, and gives a short decision matrix you can run in a board meeting before the temperature in the room rises any further.
AI agents and tools6 Apr 20268 min read
AI Agents Built a Social Network. Here’s What Businesses Actually Need to Know. The headlines about Moltbook's "secret encrypted language" are manufactured panic. The real story is more practical: AI agents are now autonomous enough to create, interact, and move money. That changes what you deploy them on.
AI strategy6 Apr 20267 min read
Why 73% of AI Projects Fail: I’ve Seen This Pattern Before Global enterprises are spending $665 billion on AI, yet 3 out of 4 deployments fail to deliver ROI. The fix isn't better technology. It's the work no one wants to do.
Automation23 Mar 20269 min read
The 80/20 Rule of AI Implementation: Why Technology Is Only 20% of the Job Most AI projects fail because companies treat it as plug-and-play tech. 80% of the work is redesigning how people actually work.
AI strategy17 Feb 20268 min read
The 80/20 Rule of AI Implementation: Why Technology Is Only 20% of the Value Redesigning work, change management, and process thinking account for most of the ROI from AI.

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