Thinking out loud on AI for UK business.

Practical articles, case studies, and honest opinions on what is actually working for Northampton SMBs — not what the AI vendors want you to believe.

How a UK manufacturer cut a week of manual work into a couple of hours

Total Control Pro needed a way to research, qualify, and write outreach for UK manufacturing prospects. We built a complete sales agent skill. Here is exactly what we built and how it works.

April 2026 · 6 min readRead

The three highest-leverage AI opportunities for professional services firms

Accounting, legal, recruitment, financial advisers — these businesses have repeatable admin, document-heavy workflows, and time-billing pressure that makes the ROI of AI obvious. Here are the three places to start.

March 2026 · 4 min readRead

A month of branded content in a single afternoon: the Denver Services story

A heating, plumbing, and gas firm in Surrey needed a way to produce consistent social media content without it eating the owner's weekend. We built an AI-powered production system using Canva Pro.

March 2026 · 5 min readRead

Why 'my team won't use it' is the most common AI failure — and how to fix it

Adoption is the work. Not the tools, not the prompts, not the subscriptions. Eighty percent of my job in months 1–3 is helping teams actually use what is already built. Here is the framework.

February 2026 · 4 min readRead

The honest maths on AI ROI for a 50-person Northampton business

I am tired of vague claims about AI saving businesses money. Here is the actual maths — hours saved, cost per hour, annual value recovered — for a typical Foundation Programme client.

February 2026 · 5 min readRead

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