The engagement

How it Works.

Most AI consulting ends with a strategy doc and a goodbye. This doesn't. Every rung of the ladder ends with something working in your business — a map, a prototype, or a tool live in production.

The four steps

From conversation to working tool.

01

Discover

We sit down on-site for one hour. I learn your operations, your stack, and the work that costs you the most time. You get a frank assessment — not a pitch deck.

02

Map

I leave with the data and return an AI Opportunity Map: your top 3 friction points paired with concrete solutions, ranked by effort and impact.

03

Build

If we move forward, we pick a Quick Win or a Sprint. I architect, build, and deploy alongside your team — no offshore handoff, no agency layer.

04

Embed

Tools land in production with documentation, training, and clear ownership. You run on them after I leave.

What's different

Why this is not a typical AI consultant.

  • I'm an active hardware-startup CTO at Miri Technologies — not a former operator with a slide deck.
  • Every engagement ends with something working — a map, a prototype, a tool — not a recommendation memo.
  • On-site in South Central PA. I drive to your office. I sit with the people doing the work.
  • Plain-English scoping. Fixed prices. No retainer trap.