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 16 posts

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 strategy6 Apr 20265 min read
CFOs Say AI Layoffs Will Be 9x Higher This Year. And Still Nowhere Near the Hype Companies are cutting staff based on AI's potential, not its performance. Here's what a 50-person business should actually do instead.
Automation26 Mar 202610 min read
How to Write an AI Usage Policy Your Team Will Actually Follow Shadow AI costs most businesses thousands in wasted effort and risk. Here's the one-page policy template that actually works.
Automation12 Mar 20268 min read
How to Train Your Team to Use AI in One Day (Not One Quarter) Effective AI adoption training takes 4-8 hours. Here's the one-day agenda that actually drives adoption.
AI strategy27 Feb 20269 min read
Google and Character AI Just Settled the Teen Suicide Lawsuits Character AI settled multiple lawsuits over teen suicides linked to its chatbots. This is the first wave. Here is what every company building with AI needs to understand about liability.
AI agents and tools24 Feb 20266 min read
Spotify’s Senior Engineers Have Not Written Code Since December Spotify's CEO confirmed senior engineers now supervise AI output instead of coding. After 120+ projects, here is what this shift actually looks like in practice.
Automation24 Feb 20269 min read
Only 5% of Workers Are AI Fluent Google and Ipsos found only 5% of workers qualify as AI fluent. Walmart is training 1.6 million instead of replacing them. Here is a training programme that produces results.
AI strategy22 Feb 20266 min read
AI Agent Developer Jobs Grew 1000% in Two Years AI job postings skyrocketed 1000% between 2023-2024. Here is my practical guide for hiring AI talent when only 5% of workers are truly AI fluent.
AI strategy22 Feb 20264 min read
60% of Workers Fear AI Will Take Their Job Workers are anxious about AI. WEF estimates 85M jobs displaced by 2026. But I have run 120+ automation projects. The reality is far more nuanced than the headlines suggest.
AI strategy22 Feb 20266 min read
Over 40% of AI Agent Projects Will Be Cancelled Without Governance Gartner warns 40%+ of agentic AI projects at risk without governance. Most governance frameworks are unreadable. Here is one that actually works.
AI strategy22 Feb 20267 min read
88% of Executives Plan to Increase AI Budgets PwC data shows 88% increasing AI spending. Richard's executive literacy framework ensures money actually creates value.
AI strategy22 Feb 20267 min read
When Your AI Agent Makes a Mistake, Whose Fault Is It? The Accountability Problem Nobody Is Solving When agents act autonomously, who is responsible? Richard unpacks the accountability framework that protects your organization from liability.

Want this done for your business?

One paragraph is enough. I reply personally.

Start a project