First-touch delay
Time from the observable inquiry event to a useful acknowledgement with a named owner or next action.
Slow follow-up is often an ownership problem before it is a software problem. An inquiry arrives, several people can see it, nobody accepts it, and every reminder adds noise without making the next action visible.
Review the latest 10 to 20 comparable inquiries when available. Remove names, contact details, message bodies, and sensitive attributes from working notes. The goal is to see operating patterns, not to profile people or invent a financial result.
Time from the observable inquiry event to a useful acknowledgement with a named owner or next action.
Share of inquiries explicitly accepted by one person or role instead of left in a shared inbox.
Share containing the minimum context needed for the owner to respond without reconstructing the request.
Count of inquiries whose normal path failed without a visible fallback owner, stop condition, or escalation.
A sent auto-reply is not a completed handoff. A lead, conversation, proposal, or invoice is not revenue. Keep operational evidence separate from provider-confirmed settled USD.
Trace one inquiry from entry to an accepted next step. For each stage, name the responsible owner, observable event, required information, allowed action, and evidence that the stage finished.
Name the event that starts the clock: submitted form, marketplace inquiry, missed call, or booked consultation.
Confirm receipt without pretending a person reviewed, approved, or qualified the inquiry.
Collect only the information needed to route the request and prepare a useful first response.
Assign one accountable owner who explicitly accepts the item and the next visible action.
Answer the real request, ask the smallest necessary question, or offer a clear next step.
Route missing context, absence, ambiguity, risk, or a failed channel to a named fallback owner.
Record an accepted next step, a respectful close, or a documented waiting state with an owner.
| Signal | Definition | Boundary |
|---|---|---|
| First-touch delay | Trigger timestamp to the first useful acknowledgement or response. | Do not infer intent, urgency, or protected traits. |
| Time to owner | Trigger timestamp to explicit acceptance by one accountable owner. | A notification sent is not acceptance. |
| Unowned rate | Share with no accepted owner at the response-window deadline. | Measure the workflow, not employee worth. |
| First-pass readiness | Share routed without a second internal request for required context. | Do not collect extra personal data for convenience. |
| Exception age | Time a failed normal path remains without a named decision. | Escalate the work; do not pressure the lead. |
| Completion quality | Share ending in an accepted next step, explicit close, or owned waiting state. | Do not count a sent message as a business outcome. |
Keep a human decision for material commitments, sensitive communications, public replies, financial actions, ambiguity, and any exception the system cannot verify. Use approved channels, respect opt-outs and platform rules, and require destination evidence before recording success.
No. Start with a stable trigger, owner, minimum context, exception path, and completion event. Software becomes useful after those decisions are explicit.
No. Use a truthful acknowledgement only when appropriate. Respect consent, channel rules, opt-outs, sensitive situations, and clear stop conditions. Do not send repeated unsolicited messages.
An owner records an accepted next step, an explicit respectful close, or a documented waiting state with a named owner and deadline. A sent message alone is weaker evidence.
The separate USD $497 AI Operations Audit covers one agreed workflow, its as-is handoff map, one priority blueprint, measures, and a 30-day action plan. Scope and timing are confirmed before payment, implementation is separate, and no outcome is guaranteed.
The local calculator submits none of its three assumptions and does not predict savings, booked work, or ROI. The scorecard also stays in your browser. A later fit request requires explicit consent and creates no invoice, purchase, subscription, or payment request.
Educational guide, not a client result, testimonial, case study, savings claim, financial recommendation, or reported business outcome.