Messy idea? Get a clear next move.
Cut through the noise and decide what to build first — and what to ignore for now.
AI integrator · Strategy + Build
For founders and small businesses figuring out where AI is worth it. Scoped, ROI-estimated, designed, and built at a fixed price published up front — so you only build the AI that pays back.
If the ROI estimate doesn't hold up, I say so and we don't build it.
Where it helps most
Cut through the noise and decide what to build first — and what to ignore for now.
Replace the manual steps and tab-juggling with workflows that run without you watching them.
When Meta, Google, and Shopify report different revenue, the spend decision stalls. Get one reconciled view you can fund decisions on.
Turn the loose concept into a structured MVP, offer, or site that’s in front of real customers.
About
Most AI projects stall because scope is fuzzy and no one owns both the strategy and the build. I fix that. I scope the work and put a number on the return before anything gets built, and I stay on it through launch. 20+ years building secure AI, data, and software platforms in regulated, security-critical environments — including federal and national-security programs. I've authored an enterprise AI roadmap, briefed Congress on AI strategy, and taken AI systems from prototype to production.

Where to start
Let's find your starting point, or see all four ways to work together.
Decide what to build and where AI fits — in 90 minutes.
A focused 90-minute working session. Includes a tailored AI Action Plan: your highest-value opportunities ranked, what to build first, what to skip, what it’s worth to your business, and clear next steps. If you don’t get a plan worth acting on, the session is on me.
Not sure which fits? Let's talk
Kinds of systems I've built
20+ years across regulated environments — strategy, data systems, and the software running them.
Searchable, grounded answers from your own corpus.
Multi-step automations that pause for your sign-off.
Forms that triage, route, and reply.
Measure model quality. Catch drift before users do.
Operational views over the data your team uses every day.
Connect the systems your business already runs.
Data infrastructure for regulated environments — auth, audit, retention.
First version of your product or offer in front of real customers.
How I work
You get the cost and the expected return before I write any code. If it doesn't pay back, I'll tell you that instead.
Work sized to a real timeline — small enough to ship.
I do the strategy, the design, and the build. You work with me from kickoff to launch.
I write down every decision as we make it. You can go back and see what changed and why.
Free tool · live now
Try the Prompt Optimizer — turn any request into a better ChatGPT prompt.
Start a project
Have an AI workflow, reporting gap, or system you can't seem to get off the ground? Scope it with me. You'll get a real read on what to build first and what it should cost.
I review every submission and reply with a real read on fit.