Human controls
- A person approves price changes, discounts, promises, and exceptions
- Opt-outs and communication preferences override automation
- The system closes loops; it does not badger people indefinitely
Sales and conversion
Map the rules that move a quote from sent to answered while keeping pricing, consent, and high-value conversations under human control.
The real problem
Most follow-up problems are not solved by sending more messages. The first job is to distinguish viable leads, missing information, price objections, timing objections, and requests that should be closed out.
Evidence before advice
Workflow spine
Give every quote a status, owner, timestamp, and next permitted action.
Use clear rules for value, urgency, fit, and missing information.
Prepare a useful message tied to the real quote—not a generic reminder blast.
Send negotiation, exceptions, complaints, and pricing changes to a person.
Connect message, response, booking, and collected-revenue outcomes.
Measurement
The useful starting point is actual volume, inputs, owners, failure cases, and outcomes—not a request to “add AI.”
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