A real signal / Ryan Friedman Motor Cars
The alert is the start.
Not the decision.
Take one car from the RFMC Hub. Follow what is known, what still needs a person, and what should stay attached afterward.
Inventory review / Stock #3450Proposed workflow · Modeled operating data
Porsche 997.2 GT3 RS
118days on the floor
90-day threshold
The car has crossed the aging threshold. That is a reason to review—not a reason to change its price automatically.
Inspect the evidence boundary +
- Known
- Stock number, model, and age in the RFMC Hub excerpt.
- Missing
- Carrying cost is not available in this source.
A business decision
Ready for a person.
Not an autopilot.
◎Decision ownerTo be assigned
The right owner reviews the car, customer context, and cost evidence before choosing the next move.
See the review questions +
- What evidence is still missing?
- Who has authority to act?
- What customer commitments matter?
The history that should remain
Keep the why.
With the what.
Decision Not recordedOwner Not assignedOutcome No action taken
The model keeps the eventual decision, its owner, and the resulting state connected to the original signal.
What a receipt should contain +
- The evidence used and its limits.
- The person and authorized action.
- The outcome and any remaining work.