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 12 of 20 posts

AI strategy8 Apr 20267 min read
Consulting Firms Are Becoming Implementation Firms. That Should Tell You Something The biggest consulting firms are shifting from advice to execution. It's validation that strategy without implementation is worthless.
AI strategy8 Apr 20265 min read
Sydney University Says AI Is Bad at Business Strategy. After 120 Projects, I Agree Research proves what practitioners know: AI generates trendslop strategies that sound smart but lack judgment. Here's why and what to do about it.
AI strategy6 Apr 20266 min read
What Is an AI Audit and Is It Worth the Money? A structured assessment that identifies where AI and automation save time, cut costs, and generate revenue. Learn what's included, what it costs, and the ROI math that justifies the investment.
AI strategy6 Apr 20265 min read
How Much Does an AI Consultant Cost in 2026? An Honest Breakdown AI consulting ranges from $150/hour to $25,000/month. Here's what drives the price, why the gaps are so wide, and whether the investment pays off for your business.
Automation6 Apr 20267 min read
The AI Tools I Actually Deploy at Client Sites (2026 Field Guide) I've tested over 200 AI tools in the past three years. I recommend about 15 of them.
AI strategy29 Mar 20269 min read
10 Questions to Ask Before You Spend a Penny on AI 87% of AI projects never make it to production. Most fail before a line of code is written. Here's your pre-flight checklist.
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.
AI strategy15 Mar 20269 min read
The AI Vendor Red Flag Checklist: 8 Warning Signs Before You Sign AI consulting flooded with overnight vendors. Here are 8 red flags to spot hype and lock-in before you're stuck.
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.
Automation3 Mar 20268 min read
How Long Does AI Automation Take to Show ROI? The Honest Answer Most business automations pay back in 30-90 days. Complex multi-process systems take 4-8 months. Here's the exact timeline, with real numbers from 120+ implementations.
AI agents and tools27 Feb 20267 min read
Figma Just Integrated OpenAI Codex Figma partnered with OpenAI so designers can push designs directly to code and engineers can generate designs from their IDE. A week after partnering with Anthropic. Here is what this means.
AI strategy27 Feb 20267 min read
Anthropic Just Raised $30 Billion at a $380 Billion Valuation Anthropic is now valued at $380 billion after a $30 billion raise. It has also softened elements of its safety framework. Here is why both of those things should concern you.

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