About
I help teams find the workflow AI can actually improve.
Most AI projects start with a tool. I start with the workflow: trigger, owner, handoff, review gate, edge cases, and what “done” means.
What I do
I work with owner-led service businesses that are losing time in proposals, follow-up, reporting, admin, documentation, or internal handoffs. The goal is not “more AI.” The goal is fewer owner-hours, cleaner operations, and a workflow the team can trust.
How I work
First we pick one expensive workflow. Then we map how it works today, find the bottleneck, decide what should stay human, and test the smallest AI-supported version worth measuring.
- Fix the process before automating it.
- Measure before and after.
- Keep the review gate visible.
- Do not buy another tool until the workflow earns it.
Why trust me
I operate at the intersection of AI tools, workflow design, media, and small-business operations. I have helped pressure-test AI workflows, build repeatable operating systems, and turn messy internal work into clearer processes people can actually use.
I am not trying to sell a giant transformation project. I am trying to find the smallest workflow improvement that pays.
Best next step
If you already know the workflow that is costing time or money, book a review. If you are not sure where AI belongs yet, start with the audit.