Evidence
Where margin leaks
Commission rates drift across similar deals. Existing relationships sit underworked. Proposal time goes to unqualified inquiries because staff do not yet have a clear qualification gate.
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Composite demonstration · Business Nervous System Read
Fourteen artists on roster. Every relationship lives in one person’s head.
A talent booking firm where the founder’s relationship intelligence is the core asset — and the primary operational bottleneck.
A composite drawn from previous client work.
Identifying details are changed or combined to protect client confidentiality. The read shows how I understand the operating work in this industry, what the evidence suggests and what I would change first.
IndustryEntertainment · talent booking
Revenue~$820K
Team3 people
Operating6 years
Primary constraint
The business is two relationship stacks — artist-side and client-side — both held personally by the founder.
The founder is exceptional at the work. That strength is why the firm has never had to turn relationship logic, commission structure, artist notes, and client qualification into a transferable system.
Five operating functions
Sensing
Absent
Signaling
Absent
Processing
Degraded
Deciding
Absent
Regulating
Absent
Evidence
What routes to the owner
Proposals, contracts, availability confirmations, client follow-ups, artist notes, and standard inquiry responses all wait for founder sign-off, including many that could run from rules.
What should change first
The structural moves
1
Build the artist roster document.
Give each top artist one useful page: availability, fee range, requirements, history, and relationship notes.
2
Define staff authority.
Name exactly what staff can handle for rebookings and standard inquiries.
3
Run post-event follow-up.
Seven days after every event, staff debrief the client and update the artist file.
The AI Gap · proposed extension
Make the company’s information usable.
A possible first proof would assemble a recurring operating brief from agreed sources, with discrepancies visible. The responsible person would review the conclusions. The comparison would include compilation time, corrections and source freshness.
A hypothetical next step within this composite demonstration. Feasibility and results have not been established.
Start with the real work
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Pick one workflow and walk me through it on a 20-minute call. I’ll tell you whether the $999 read makes sense.
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