The industry-specific problem
An answering service may capture a callback number yet miss a gas odor, active flooding or a territory boundary. A franchise needs safety-first intake and a confirmed on-call acceptance, not merely a job inserted into tomorrow's schedule.
Step-by-step workflow
- Configure Vapi to identify address, callback number and approved emergency indicators. For immediate danger, use the organization-approved emergency-services instruction rather than troubleshooting.
- Verify ServiceTitan API tenant enablement and dispatch scopes in n8n; read territory, on-call roster and skill eligibility.
- Use a supported Claude model for concise call notes, replacing the retired Claude 3.5 Sonnet requirement after evaluation.
- Rank eligible technicians using deterministic territory, certification and capacity rules. Use GPS only if an authorized endpoint and fresh data are available.
- Call the selected technician and require acceptance. Timeout escalates to the duty manager; customer confirmation follows acceptance, not attempted dispatch.
Visual workflow
Caller → Vapi safety gate
immediate danger → emergency instruction + manager
service emergency → n8n ServiceTitan eligibility → technician acceptance → job confirmation
Specific configuration example
This n8n Code-node fragment consumes a normalized, authenticated event from preceding integration steps. It demonstrates the decision boundary, not a complete API client. Fields are workflow-local mappings, not claimed vendor field names. Upstream credentials, schema validation, permissions, durable reservations and provider operations must be implemented separately. Numeric policy examples are illustrative, not Imperio service terms.
// n8n Code node: dispatch eligibility precedes distance
const job = $json;
const eligible = (job.technicians ?? []).filter(t =>
t.on_call && t.territories.includes(job.territory_id) &&
t.skills.includes(job.required_skill) && t.capacity_remaining > 0);
return [{ json: {
action: job.immediate_danger ? "safety_escalation" :
eligible.length ? "request_technician_acceptance" : "duty_manager",
candidateIds: eligible.map(t => t.id),
customerConfirmationAllowed: job.technician_accepted === true
} }];
Outcome to measure
Measure emergency calls answered, minutes to accepted dispatch and inappropriate dispatches. Illustratively, recovering four qualified overnight jobs at an assumed $600 average invoice represents $2,400 gross billed value before labor, materials and acquisition costs.
Compared with manual work or other tools
A human answering service can exercise judgment but may lack your live operating rules. A voice workflow wins only when it integrates actual roster data and retains a human fallback for safety and unavailable technicians.
Work with Imperio Automation
Have Imperio map your ServiceTitan permissions, emergency script and on-call escalation chain before piloting overnight dispatch.
Frequently asked questions
Will it always dispatch the closest truck?
No. Skills, territory, duty status and capacity take priority; distance is useful only with current authorized data.
Can it advise on a suspected gas leak?
Use approved immediate-danger instructions and escalate; do not improvise repair guidance.
What if nobody accepts?
Escalate to the duty manager and tell the caller the actual dispatch state, not a fictional ETA.