04 of 05. AI discovery, planning and implementation
We find where AI actually pays, write the plan, and build what should ship.
People, product, and process are the engine. AI is the turbocharger. This is not a tool tour.
OutcomeWhat you get
A short list of the places in your company where AI pays back in months, each with the cost, the owner and the number it moves, and a plan that says what ships first.
Then the things that should ship, built, installed in the work your people already do, and measured.
ProcessHow it runs
- 01DiscoveryWe walk the work as it is done today: the handoffs, the re-keying, the waiting, the reports nobody reads. We find where hours and errors live.
- 02The planEach candidate scored on payback, risk and effort. The ones that win get a build plan; the ones that do not get a reason.
- 03BuildPhased. The first thing ships inside a month, into a real workflow, with a person accountable for it.
- 04MeasureEvery deployment is scored against the hours or the errors it was supposed to remove. What did not pay gets switched off.
ExecutionWho does the work
Elliot leads discovery and the plan and runs the build with the bench. This is what he does inside his own firm every day, and it is built around your people, not around a vendor roadmap.
The benchAssociates, by subject
Scott Withers and other AI process and automation specialists from the bench build alongside us. Data and security work comes from John.
FitWho this is for
Owners who are being sold AI from every direction and want one straight answer about where it pays in their company. Regulated industries especially, where the wrong deployment is a compliance problem.
Self-checkThis is you if
- Your team spends hours a week moving information between systems by hand.
- Somebody has already bought an AI tool nobody uses.
- You want to know what it would actually change, in dollars, before you spend.
- Compliance makes you nervous about what a tool sees.
Free guide
The Owner’s Operating Playbook
Six stages from diagnosis to execution: the questions we ask at each, what each one produces, where AI actually helps, and a 20-question scorecard that shows where to start.
Start with a free 30-minute call.
Bring the three things that keep you up. In thirty minutes you’ll know whether we’re the right fit and what we’d look at first. Nothing to sign.