THE LAB AI Work Audit™ · Founding Pilot
DO YA KNOW
WHAT UR
LOOKIN AT?™
Your business is already using AI. Do you know what it's deciding, what it's guessing, and when a human needs to take over?
$500 · one workflow · 60–90 minutes · written findings
The problem
AI can now carry out increasingly complex work. Most businesses cannot see how it is doing it.
Assumptions go unseen
When a detail is missing, the system fills it in. That assumption becomes part of the output — and nobody reads it as an assumption.
Approval quietly disappears
Work that used to pass a person's desk now goes straight out. The approval point was never removed on purpose; it just stopped happening.
Errors surface late
Without verification and a correction path, mistakes are discovered by the customer instead of by your team.
The question is no longer whether AI can do the work. It is whether you have visibility into the assumptions being made, the approval points that still matter, the verification that proves the output is right, and the path that corrects it when it is wrong.
What we audit
Eight things we make visible in one real workflow.
The job you gave it
What work the AI has actually been assigned, in plain language — not what the tool markets.
The sources it relies on
Which documents, records, prompts, and systems the output is built from.
What it guesses
Where information is missing and the model fills the gap on its own.
Decisions and classifications
The judgment calls being made: priority, eligibility, tone, routing, pricing, next step.
Human approval
Where a person signs off today, and where output moves without anyone looking.
Verification
How anyone confirms the output is correct before it is used.
A reconstructable record
Whether you could explain, later, how a specific output came to exist.
Failure and correction
What happens when it is wrong: who notices, who fixes it, and how fast.
Deliverables
What you receive.
60–90 minute workflow walkthrough
A working session on one real workflow, not a survey.
AI Workflow Map
The workflow drawn end to end, with the AI's role made explicit.
11-Gate Assessment
Your workflow reviewed against eleven oversight gates.
DO YA KNOW WHAT UR LOOKIN AT?™ Score
An experimental, non-validated score for internal orientation only.
Human Approval Gates
Where a person should be required to approve before output moves.
Verification Checklist
A short, practical check your team can actually run.
Three Priority Corrections
The three changes we would make first, in order.
30-Day Action Target
One concrete target you can hit within a month.
Fit
This is for you if
- You run or operate a U.S. professional-service or owner-led service business with roughly 10–99 employees.
- AI is already doing real work: customer service, scheduling and admin, marketing and sales, research, document work, or operations.
- Output from that workflow reaches customers, partners, or outside systems.
- You want a clear picture of the oversight you actually have, not a strategy deck.
This is not
- Legal advice.
- A compliance certification.
- Cybersecurity or penetration testing.
- A guarantee that risk, error, or cost is eliminated.
- A good fit if AI is not yet used in day-to-day work.
Process
Seven steps, start to finish.
- 01
Apply
You submit a short application about one workflow.
- 02
Fit review
We confirm the workflow is a fit for the pilot.
- 03
Pay $500
Founding Pilot fee, one business, one workflow.
- 04
Intake
A brief written intake so the session starts warm.
- 05
Audit
A 60–90 minute walkthrough with the people who run the work.
- 06
Findings in 48 hours
Concise written findings delivered within 48 hours of the session.
- 07
Readout
A short review of the findings and the 30-day target.
Founding Pilot
THE LAB AI Work Audit™
One business. One AI-assisted workflow. A 60–90 minute walkthrough and concise written findings within 48 hours.
Founding Pilot spots are limited while the format is being refined.
FAQ
Questions.
Find out what you're looking at.
One workflow, examined properly, tells you more about your AI exposure than any policy document.
Apply for a Founding Pilot