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 earns its keep. RAG over your docs, workflow agents with human review, AI lead capture, internal dashboards — scoped, ROI-estimated, designed, and built as one senior-led engagement, at a fixed price published up front. The estimate comes first, so you only build the AI that pays back.
Work that fails the ROI estimate does not get built — you hear that before you spend.
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 quietly run the business.
When Meta, Google, and Shopify report different revenue, the spend decision stalls. Get one reconciled view you can fund decisions on — in days, at a fixed price.
See Dashboard StudioTurn 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 — scoping the work, estimating the return, and shipping the system in one senior-led engagement. 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 to make sense of the idea, the workflow, or the opportunity before you invest. You leave with a one-page AI Action Plan — what to build first, what to skip for now, the rough payback, and your next step — yours to keep. If you don’t leave with a real next step, the session is on me.
Not sure which fits? Tell me what you need help with
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
I keep the scope tight, the tradeoffs clear, and the next move concrete.
Work sized to a real timeline — small enough to ship.
Strategy, design, and the build move through one engagement, senior-led from kickoff.
Decisions get written down as we go, so you always know 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 — I'll give you 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.