I show teams what AI tools can do in practice, remove the setup headaches, and build bespoke systems when off-the-shelf tools are not enough. Real support. Real workflows. Built for people who want useful results.
What I Do
I combine domain experience with AI-assisted development to help small businesses understand modern AI tools, remove adoption friction, and turn everyday workflows into something faster and easier to run.
End-to-end systems for editorial management, legal document production, internal comms, recruitment analytics, and other repetitive workflows.
From idea to deployed, working product in days. The goal is simple: useful tools, fewer bottlenecks, and less faffing about.
10+ years in digital operations means I know what the work actually needs. I can show teams how to use ChatGPT, Claude, Codex, Gemini, and Grok beyond the basic text box.
Services
If you want to understand what AI can already do, or you need a bespoke tool for your business, these are the most common ways I help.
Legal formatting, cleanup, review history, templates, and document production processes that reduce manual editing time.
Tools for planning messages, managing approvals, and keeping internal communications organised across a busy team.
Recruitment visibility, reporting, and lightweight operational dashboards that give managers better information faster.
Who I Help
A lot of people think AI only means chatting to a bot or drafting a quick email. I help businesses see the wider picture: the tools, the workflows, the setup, and the bits that can be automated properly.
Show teams how to use ChatGPT, Claude, Codex, Gemini, and Grok for real work, not just prompting a blank box.
Help reduce the friction around setup, prompts, repeatable workflows, and practical use so people actually keep using the tools.
When off-the-shelf tools are not quite right, I can build a custom product around your business process instead.
Portfolio
These are live examples of the kind of work I do: reduce friction, improve adoption, and make AI feel practical instead of intimidating.
An internal comms operating system designed for one human operator working alongside AI - helping a small team do the work of a much larger function.
Legal document production automation - batch Word cleanup, house-style checking, and Supabase-backed review history. Built for small law firms that need strong operational support without extra overhead.
A recruitment dashboard for strategic hiring metrics and candidate search - giving hiring managers the analytical visibility they need without extra admin work.
Live Demo
This is a simple in-browser demo that mirrors the product flow: paste rough legal copy on the left, then click format to clean it up on the right. It gives visitors something interactive to try straight away.
Paste messy document text here.
Cleaned up into a more polished house style.
If the Lemon Squeezy store is still in review, the checkout may not be live yet. The link is correct, but purchases only work once approval clears.
Work With Me
I'm available for contract and freelance engagements — particularly where you need something built fast and don't have the team in place.
Drop me a line via LinkedIn or email. I usually respond within 24 hours and can often start scoping within the week.
Connect on LinkedIn cw4444@gmail.com github.com/cw4444