The industry-specific problem
Managers may learn about an unattended site only after a client complaint. Automatically accusing workers on a missing GPS event undermines trust and can hide an app failure affecting the whole crew.
Step-by-step workflow
- Confirm the exact Swept integration resources and permissions; do not assume a publicly available endpoint named Inspection API.
- Match scheduled shifts to verified check-in events in n8n, applying a grace period and checking service outages.
- Use Vapi for permitted worker contact with a simple attendance clarification and safety check.
- Have a supported Claude model summarize the response, replacing the retired Claude 3.5 Sonnet API ID, without inferring dishonesty from voice.
- Escalate unresolved site coverage to the regional manager and request authorized replacement staffing. Keep worker location data minimal and policy-governed.
Visual workflow
Swept schedule + check-in → n8n grace/outage gate
→ missing evidence → Vapi clarification → Claude factual summary
confirmed present → record correction
unresolved coverage → regional replacement review
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: absence of GPS is not a misconduct finding
const shift = $json;
const investigate = !shift.check_in_received &&
shift.minutes_past_start >= 15 && !shift.platform_outage;
return [{ json: { shiftId: shift.shift_id,
action: investigate ? "attendance_clarification" : "wait_or_reconcile",
confirmedAbsent: shift.worker_confirmed_absent === true,
automaticDisciplinaryAction: false,
regionalManagerId: shift.regional_manager_id } }];
Outcome to measure
Track minutes from uncovered shift detection to manager response and false absence alerts. Illustratively, resolving an uncovered site 30 minutes earlier is an operational improvement; contract retention requires longer-term evidence.
Compared with manual work or other tools
A reliable check-in app is the primary tool. Voice adds a fallback when evidence is missing, while automatic disciplinary decisions from geolocation alone are inappropriate.
Work with Imperio Automation
Ask Imperio to build a worker-respectful attendance exception workflow around your approved Swept data.
Frequently asked questions
Does missing GPS prove a no-show?
No. Check connectivity, device state and worker response.
Can the workflow track workers continuously?
Use only authorized, necessary location processing under your applicable policy and law.
Is Swept Inspection API access guaranteed?
No. Validate the actual supported account integration before implementation.