I go into businesses, find the work that AI should be doing instead of your team, and build the fix.

So your team can get on with the proper work.

No IT department needed. No technical background required.

Let’s talk →

If your business has grown but the way it runs hasn’t kept pace, that’s usually where I come in. Work tracked in spreadsheets, information buried in email chains, software that’s barely being used — I find where AI can take that load off and build the automation that does it. You get something working, not a report.

Recent writing

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Claude Cowork vs OpenAI Codex: the business case for each

I've been using Claude Cowork as a daily driver since the research preview. Scheduled tasks, skills, vault memory, n8n integrations baked in. It replaced a lot of the glue I used to build by hand. So when OpenAI relaunched Codex on April 16 as "Codex for almost everything," my first

6 min read min read
Enterprise

What happens when your AI agent fails silently

Three weeks ago a research pipeline I run finished overnight. Clean exit. No errors, no timeouts, nothing in the logs that looked wrong. The next morning I found three new entries in the records database with scores, briefs, and supporting notes. Professional-looking output. Two of the three entries already existed.

6 min read min read
Copilot

Managing Copilot Cowork Skills: Design Patterns for Enterprise

The subfolder pattern works in Copilot Cowork, so the design question actually matters. How to structure SKILL.md as a dispatch router, where organisational content belongs, and why the growing community marketplaces are a risk, not a shortcut.

8 min read min read