CUSTOMER REQUEST
“Tuesday at 10. Please book it.”
The customer expects a real reservation.
Selected work · Richard Tenore
The problem.
The evidence.
The next action.
Two examples of how I turn an unclear moment into a practical decision for a team. The coaching study uses product-demo screens. The reliability example uses a synthetic scenario.
01 / CommitmentFlow · Product project study
From an objection to a useful question.
The problem
A rep hears an objection and responds with more information before understanding the concern. A manager reviewing the call needs a coaching action tied to the actual exchange.
The approach
I developed CommitmentFlow around live conversation coaching. The example below pairs a detected moment with a prompt to clarify the concern. A transcript review applies that approach to a manager brief, priorities and follow-up language.
“Help me understand—what’s the concern?”
The deliverable
A useful finding records the observed moment, the coaching priority and the next action. For agencies, the $395 diagnostic includes three transcripts, a one-page manager brief and two rewritten follow-ups, with my personal review.
Screens captured from CommitmentFlow’s built-in demo. The commentary and suggested B2B wording are generalized adaptations; these are not client outcomes. The screens demonstrate the coaching interface; they do not establish a conversion lift or customer result.
02 / AI workflow reliability · Controlled worked example
A booking claim is only as good as the booking result.
A customer asks an AI assistant to book Tuesday at 10. The scheduling service fails. The assistant still says the appointment is confirmed.
TOOL EVIDENCE
503 · Request failed
No booking ID was created. The scheduling action did not succeed.
ASSISTANT RESPONSE
“You’re booked.”
The claimed outcome is unsupported by the tool result.
The control
Require a successful scheduling result and a booking ID before the assistant confirms an appointment. On failure, provide an accurate status and a human or retry path.
“I couldn’t complete the booking. Your appointment is not confirmed yet. I can help you try again or contact the team.”
The retest
- A failed request must not produce a confirmation.
- A successful request must match the returned date, time and booking ID.
- An unavailable handoff must be reported accurately.
This synthetic example illustrates an audit method and proposed control. It is not a client incident, a completed production repair or a security certification.
Bring one real problem.
We’ll agree what needs to be tested or reviewed, what evidence is available and what your team should receive.