Skip to content
GAT.

Home / Services / AI Program Diagnostic

The plan first.$2,500. Two weeks.

The AI Program Diagnostic is step 1 of every engagement. I map the workflows your AI work touches and hand you a 90-day plan with an owner, a baseline, and a build type on every line. It buys the plan. It does not build anything.

Take the October 6 slot

Three diagnostics run at a time. See what you get.

  • Price$2,500Flat, paid before kickoff
  • TermTwo weeksKickoff day 1, readout day 10
  • CreditFull $2,500Off the build or a retainer, within 30 days
  • Next openingOct 6Three at a time
01 · The problem

The pilots worked.The program stopped.

None of this is a model problem. Two teams are waiting on the same integration. A vendor renewal is coming and nobody has read the contract. The thing that shipped in March has no owner. Every piece has a champion and the program has nobody.

The time is not where teams look for it. A piece of work that takes 20 minutes of real effort can take six days to get through the business, because it sits in queues between handoffs. Drop AI onto one step and that step gets faster. The six days barely move.

So the diagnostic maps the waits between the steps. It is built from your system data and from interviews with the people who do the work, because you need both. The data shows where time goes. The people tell you why.

02 · The format

Ten working days.Two calls.

GAT.
Day
01
60 minKickoff
call

Kickoff The inventory

A working session. I pull the inventory out of your head: what is running, who touched it last, which vendors are in play, and what leadership is asking for. You leave with the access list I need.

GAT.
Days
2‑9
The mapSystem data
Interviews

Mapping The workflows

I trace each workflow through your systems and talk to the people who run it. Owners, handoffs, hands-on time against elapsed time, and what breaks downstream. Then I rank the sequence against it.

GAT.
Day
10
60 minReadout
call

Readout The plan

We walk the plan with you and whoever else has to sign off. I answer the questions and rehearse the pushback, so the plan survives the room it has to pass through.

03 · The offer

What you get.$2,500 flat.

$2,500 buys the plan. It does not build anything. Day 1 is a 60-minute kickoff. Days 2 through 9 I map your AI work. Day 10 you get the readout. Paid before kickoff, so there is no scoping back and forth and no change orders.

  • 01
    The workflow map. The workflows your AI work touches, with owners, handoffs, hands-on time against elapsed time, and what breaks downstream when one piece moves. Built from your system data and interviews with the people who do the work.
  • 02
    The 90-day sequence. Ranked by the handoffs each line removes. Every line carries a named owner, a measured baseline, and a build type: plain code, an agent, or human review. One line is a quick win your team can ship before any build starts.
  • 03
    The kill list. The pilots and tools worth stopping, each with the reason: no baseline, blocked upstream, or not enough history for an agent to learn from.
  • 04
    The readout. Sixty minutes with you and whoever else has to sign off, so the plan survives the room it has to pass through.
  • Plus
    Full credit toward the build. Move to the build or either retainer within 30 days of the readout and the whole $2,500 comes off it. If you build, the plan cost you nothing.

$2,500 flat. Credited in full.

What the $2,500 pays for: eight working days of my time, interviews with the people who run each workflow, and the numbers pulled from your own systems. On the retainer, eight days bills at over $20,000. What it protects: a two-workflow build is $15,000, and the plan makes sure that money goes to the right two.

Not included

Building, integrating, or training. That is step 2, the Scoped AI Build, priced per workflow from $7,500 with a two-workflow minimum. The price is fixed in writing at the readout. You see the plan before you decide whether to build any of it, and the plan is yours to take anywhere.

04 · The plan

What day 10looks like.

Four lines from a 90-day sequence for an 80-person services firm. Illustrative, not a client. A real plan runs 10 to 20 lines, and every line carries the same columns. Those columns are what the guarantee checks.

14 lines 1 quick win 3 killed 9 handoffs removed
#WorkflowOwnerBaseline todayBuild typeHandoffs removed
01 Weekly pipeline report Quick win Sales ops lead 3 hrs a week, pulled by hand from the CRM Plain code 1
02 Invoice to purchase order match AP manager 20 min of work, 6 days elapsed, 4 handoffs Agent, human approves 3
03 New client intake to kickoff Director of operations 11 days elapsed, 5 handoffs across 3 teams Code plus agent 3
× Website chatbot pilot Kill Marketing lead 40 chats a month, none tracked to a sale Stop it 0

Build types: plain code when a rule does the job, an agent when it takes judgment, human review when a mistake costs more than the time saved. Plans usually turn out to be mostly code.

05 · Who it is for

Built for onesituation.

This is for you if

You own the decision and nobody owns the program

You can say yes without a committee. At least one AI use case already shipped or already stalled. Nobody is accountable for how the pieces fit. That usually means a company of 20 to 200 people.

Not yet

You have not started

Nothing is running and nothing has been tried, so there is no workflow to map yet. Take the free AI Program Scorecard and come back when something is live.

Past this stage

A Head of AI is already in the seat

The program is moving and has an owner. You need capacity or a second opinion on one bet, not a map. Start a Fractional conversation instead.

06 · Who does the work

Owners agreeingon a trade-off.

I was a Technical Program Manager at eBay, operating at director-plus scope and reporting to a VP of Engineering. My peers were directors and engineering managers. My job was getting roughly a dozen teams across Core Product and Core Technology to agree on trade-offs.

That meant mapping what depended on what, surfacing risk before it landed, and getting people who disagreed to settle on an answer. It is the same map an AI program needs. Today I also ship production AI as the founder of baxie, an AI-native construction SaaS in beta, so the plan comes from someone who has to build against plans like it.

07 · FAQ

Questions.

What is the AI Program Diagnostic?

Two weeks that end in a plan. Day 1 is a 60-minute kickoff. Days 2 to 9 I map the workflows your AI work touches, from your system data and interviews with the people who do the work. Day 10 is a 60-minute readout. You get the workflow map, the 90-day sequence, the kill list, and the readout.

How much does it cost?

$2,500 flat, paid before kickoff. No scoping back and forth and no change orders. Move to the build or either retainer within 30 days of the readout and the whole $2,500 comes off it.

What is the guarantee?

The readout happens on day 10, and every line of the plan has a named owner, a measured baseline, and a build type. If the readout slips or any line is missing any of the three, you get the full $2,500 back. It assumes you attend the day 1 kickoff and give me the access on the kickoff list.

Do you build anything during the two weeks?

No. The diagnostic buys the plan. Building is step 2, the Scoped AI Build, priced per workflow from $7,500 with a two-workflow minimum and fixed in writing at the readout. The plan does name one quick win your team can ship on its own before any build starts.

Who is it for?

You own the AI decision and can say yes without a committee. You have tried at least one AI use case, so something shipped or stalled. And nobody is accountable for how the pieces fit together. That usually means a company of 20 to 200 people.

How is this different from the free AI Program Scorecard?

The scorecard is twelve questions you answer about yourself, and it tells you roughly where you stand. The diagnostic is me going and looking at your systems and talking to your people. The scorecard scores the situation. The diagnostic maps it and names who moves first.

When can we start?

The next opening is October 6. I run three diagnostics at a time, and when those slots are full, booking closes until one opens.

GAT.

Two weeks from now you have the plan. Owners on every line.

Oct 6Next opening

$2,500 flat. Readout on day 10 with every line complete, or you get it back.

Take the October 6 slot

Not ready to talk? Score your AI program first. Twelve questions, about four minutes, scored breakdown by email.