What an AI receptionist should qualify on every call
- Who is calling and whether they already exist as a lead, customer or job.
- What they need, captured in their own words before any category is applied.
- Whether the work is inside your trade, size range and service area.
- Urgency, and whether it meets the written emergency definition.
- Decision authority — owner, tenant, property manager or spouse.
- How they found you, for source attribution that survives the call.
The escalation triggers that should never be negotiable
- Safety: gas, electrical, flooding, structural risk.
- Emotion: an upset, distressed or angry caller.
- Money: price negotiation, discount requests, disputed invoices.
- Liability: insurance claims, warranty disputes, legal language.
- Confusion: the same misunderstanding twice in one conversation.
- Request: any explicit ask for a human being.
What a good handoff carries with it
The caller's name and number, the matched record, the reason for the call in their words, everything already qualified, the escalation trigger that fired, and the full transcript attached to the thread.
The test is simple: the human should be able to open with 'I've got your details here' instead of 'can you start from the beginning?'. Customers forgive an AI answering the phone. They do not forgive repeating themselves.
What to do when nobody is available to take the handoff
Set a fallback chain before you need it: primary owner, backup, then a structured message with a committed callback window. Confirm the promise in writing so the caller has something in hand.
An escalation that lands nowhere is worse than no escalation at all, because it converts a solvable problem into a broken promise.
How to tune qualification over time
Review escalated calls weekly and sort them into two buckets: correctly escalated and avoidable. Avoidable escalations are knowledge gaps — add the answer to the approved knowledge and the rate drops.
Lock compliance-sensitive answers to exact approved wording. Financing disclosures, warranty terms and regulated statements should never be paraphrased.