Review / 01
Outcome before artifact
The decision, result, or change the work exists to produce before anyone chooses a deliverable or tool.
01 The Audit / Premise to Practice Method
Find the work worth changing.
Before you buy another AI tool.
The Audit helps a functional leader and the people closest to the work choose one useful pilot, define its boundaries, and decide what evidence should govern the next move.
Diagnostic / 01Decision before build
The questionWhat should we build first?
Replace the idea list with a decision
The outputOne prioritized pilot and the proof needed to judge it.
01The starting problemIdeas are not a plan
Most teams can name ten places AI might help.
They get stuck on which idea deserves time, what the work actually looks like, what information it touches, and how anyone will know the change helped.
The Audit starts with what the work is for. You leave knowing what to test first, why it deserves the effort, and what has to be true before the work expands.
02What we reviewWork before tools
Examine the work from four angles.
The useful opportunity usually appears when the outcome, the real workflow, the inherited constraints, and the proof standard are visible at the same time.
Review / 02
Current work and handoffs
Where the work begins, who touches it, what slows it down, and where quality breaks.
Review / 03
Inherited constraints
Which steps exist because of an old system, missing access, or manual limitation that may no longer apply.
Review / 04
Floor, ceiling, and proof
Where AI can remove steps, where the outcome could be reached differently, and what evidence would prove it.
03What you receiveBuilt for the next decision
Enough detail to make the next call.
The output gives a leader something clear enough to approve, question, fund, revise, or stop.
Artifact / 01
Work System Map
A plain view of the recurring work, handoffs, decisions, inputs, and pressure points.
Artifact / 02
Opportunity Scorecard
A ranked set of candidate workflows based on value, risk, readiness, and ability to test.
Artifact / 03
Pilot Brief
One recommended starting point with an outcome, owner, boundary, quality bar, and first test.
Artifact / 04
Guardrail Draft
Initial rules for data, review, escalation, stopping, and recovery.
Artifact / 05
Proof Plan
The examples, measures, and reviewer confidence needed to judge the pilot honestly.
Artifact / 06
Leadership Readout
A direct recommendation on what to build, what to leave alone, and what decision comes next.
04How it worksPremise to Practice
Name the outcome
Define the decision, result, or change the work exists to produce.
Map the real work
Trace the steps, handoffs, inputs, pain, ownership, and boundaries.
Question constraints
Identify steps created by limitations that may no longer deserve a place.
Choose the test
Select the strongest starting point and define the proof needed to judge it.
05Fit checkUseful boundaries
A useful fit
- You lead a function or team with recurring knowledge work
- You have more AI ideas than operating clarity
- You need a credible pilot instead of another general training session
- You can bring safe examples and people who understand the work
A poor fit
- You need production software delivered by an engineering team
- You want a vendor shortlist without examining the work first
- The only available examples contain unapproved sensitive data
- Leadership has already decided the answer and only wants the audit to validate it
06What happens nextNo automatic upsell
The Audit ends with a decision.
You may be ready to build, need leadership support around the pilot, or decide the idea should stop. The point is to know which one is true.
Build Days
Build, test, and use one bounded work system with direct support.
Explore Build Days ↗Advisory
Work through ownership, guardrails, reviews, and the next operating move.
View Advisory ↗Which part of the work deserves a real test?
Bring one team, one recurring workflow, and the questions that keep slowing the decision down.
Ask about the Audit ↗