About
I help businesses turn AI into a working part of daily operations, using Claude or OpenAI according to the team and the job.
The work is mapped with the people who actually do it, and the owner follows delivery in a live progress register. It's a transformation kept deliberately narrow: one workflow rebuilt properly at a time.
The process starts with an AI Strategy Review. A paid Audit then maps, quantifies and ranks the opportunities, builds the blueprint and coaches the stakeholders. Execution can include AI Workflows, AI Projects, or both, delivered in the client-owned environment. The method page covers how that runs, and the security page covers how systems and information are handled.
The practice
The examples below show the kinds of problems I work on. They are capability examples, not client results or performance claims.
It reads the whole inbox, flags what genuinely needs a reply, drafts each one in your own voice, and files or sends only on your approval, so the inbox stops eating the week.
The inbox ate the day→Sorted, drafted, one yes away
Every account merges into one clean ledger, each spend is matched to a verified invoice, and the books refuse to close until they tie back to the bank to within a few dollars.
Month-end panic→Closes itself, proof-checked
A sourcing tool pulls prospects that fit your exact criteria, scripts strip the chains and duplicates, and only deliverable, verified contacts come out ready to work.
Hours list-building→Ready to work
Posts drafted through a rulebook that learns from your own edits, sending handled on an outreach tool, and every reply pulled back and triaged so you act on the right ones.
Manual posting→Drafted and triaged for you
Each prospect gets a personalised video: the scroll-through runs itself, the clip is named and pushed ready to send, matched to the right person, and tracked, with no recording them one by one.
One video at a time→Built and matched on its own
A persistent memory that survives every AI session: it captures what matters when you finish, briefs you on where you left off at the start, and recalls the exact past decision or rule the moment it's relevant.
The AI forgot everything→It never forgets
One AI runs the back office from a single thread: it reads and drafts across every inbox, instructs the team, builds the documents, and surfaces only what genuinely needs the owner.
The owner did all the triage→Run from one thread
Tasks are captured straight from the conversations they come up in, and an agent can execute the bounded ones inside a strict budget, always staging the result for a human to verify.
Manual, repetitive→Captured and part-run
You'll talk to me directly, starting with the work you want off your team's desk.
AI Strategy Review
The AI Adoption