Every hour your operation loses, located and costed.
AI agents interview every employee, map how the work actually moves, and rank the fixes by what they return.
Book a callAs described by leadership
18h 30mAs recorded across the interviews
5d 13h3d 01h idle. 55% of the cycle.
Hands on keys across the whole cycle: 1h 08m. Everything else is waiting.
Most AI decisions are made without evidence.
Leadership can usually name ten places AI might help. Almost none of them are ranked by hours, by cost, or by feasibility, because the work itself has never been measured.
So the first tool goes into the department that asked loudest, while the real constraint stays exactly where it has always been: in a queue, on one desk, one level below where anyone is looking. Buying tools before measuring the operation is how a company acquires a longer list of subscriptions and an unchanged cycle time.
How the map gets built.
Ten working days from the first interview to a costed roadmap. The mechanism at each stage.
- 01
Interview
Days 1 to 6Parallel AI agents hold a structured conversation with every employee, thirty to forty-five minutes each. Each task is recorded with hours per week, the share still done by hand, the tools it touches, and who it waits on.
- 02
Map
Days 6 to 8Tasks are clustered semantically and deduplicated across departments, then reduced into one operational map: workflows, handoffs, tool inventory, and the hours attached to each.
- 03
Diagnose
Days 8 to 10The map is tested against what leadership reported. Every gap between the executive view and the frontline record is measured and priced, then initiatives are ranked by impact against feasibility, each with a break-even date.
- 04
Transform
Month one onwardQuick wins go in first, then the foundational work, then the initiatives that change how a department operates. Everything is built inside the systems you already run. Monthly pulse interviews re-measure the same tasks, so every saving is measured against the baseline that produced it.
Every employee is told what the interview is for before it starts. Findings are reported in aggregate and by role, never as an assessment of a named person, and no manager is shown who said what. The full data-handling note goes out with the engagement letter.
What lands on your desk
One report, delivered on day ten. Every figure in it traces back to the interview it came from.
- Executive summary
- The headline financial findings, on one page.
- Operational landscape
- A cross-department dependency map of how work moves through the company, and where it stops moving.
- Diagnostic findings
- Pain points ranked by what they cost, quoted by role.
- Executive blind spots
- Each gap between what leadership believes and what the frontline reports, evidenced, priced, and paired with a recommendation.
- AI readiness
- Scored department by department, including who will carry the change and who will resist it.
- Transformation roadmap
- Quick wins, then foundational work, then the initiatives that change how a department runs.
- Financial projections
- Investment, saving and payback for every phase and every initiative.
- Implementation plan
- With an appendix carrying the full underlying data, so any figure can be opened.
What a finding looks like.
Every finding names the process, the two figures that disagree, the size of the gap between them, and what that gap costs over a year. Month-end close, put by leadership at hours and recorded across finance and operations at . Annual cost of the difference, .
Each one carries the tasks it was built from, so the gap can be examined rather than argued about, and a recommendation that addresses the constraint rather than the tool anyone had been asking for.
- Annual hours recovered
- Cost of the executive gap
- Initiatives ranked and sequenced
- Payback on the first initiative
Structure exactly as it appears in the report
Why the numbers hold up.
Every figure traces to a task. Each number in the report resolves to named tasks, recorded hours, and the interviews they came from. Nothing is imported from an industry benchmark, and any line can be opened until you reach the person who described it.
The arithmetic is the same as a valuation. Savings are computed the way an asset is valued: hours, loaded rate, automation potential, implementation cost, break-even date. The assumptions sit next to the result, so you can argue with them.
Executive blind spots are the finding. Where leadership’s estimate and the frontline record diverge, the gap gets measured and priced rather than averaged away. Each one is evidenced and comes with a recommendation. This is usually the largest single line in the report, and the one that changes what gets built first.
What working together looks like.
Built for mid-market service businesses running more than one location, where each site works well on its own and nobody has mapped what happens between them.
The audit
Ten working days. Every employee interviewed, the operation mapped, the roadmap costed and sequenced. It stands on its own: take the report to your own team and implement it from there.
The transformation
Where a client wants the roadmap executed rather than handed over, the initiatives are built remotely inside the systems already in place, in the order the roadmap sets, beginning with those that pay back first.
Continuous upskilling
A report changes what a company knows. An installation changes what it has. Neither one reliably changes what people do on a Tuesday morning, which is what this is for: training and prompts written for each role, a monthly intelligence report for every manager, and a quarterly return briefing for the executive sponsor. Pulse interviews keep the map current, so the savings are re-measured rather than remembered.
Start with the audit.
One call, thirty minutes. If an audit is not the right move for you, you will hear that on the call.
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