Approval-First AI for Field Service Workflows
Learn how AI agent tasks prepare notes, follow-ups, and record changes for review. Customer Chat can reply to visitors automatically when enabled.
Direct answer
For AI agent tasks, approval-first means you review a proposed message or record change before it is applied. Customer Chat is separate: it can answer visitors from approved sources when enabled.
Use AI for bounded tasks
AI is useful when the input, output, and approval rule are clear.
- Draft job notes from a voice note.
- Draft a payment or review follow-up.
- Summarize a job record for the next person.
- Flag a missing note, open complaint, or payment risk.
Use an approval sequence
Keep the source and the decision visible.
Steps
- Capture the user input.
- Create a draft with the source context.
- Show the draft, proposed change, and confidence.
- Let the user edit, approve, or reject it.
- Log the decision and the final action.
Set clear limits
Show the source for each draft. Require approval before an agent sends a message or changes a record. Customer Chat can answer visitors automatically only when enabled with approved sources. If AI is unavailable, show the source data and a manual option.
FAQ
What does approval-first AI prevent?
It prevents a draft from becoming a customer-visible message or record change without a person reviewing the action.
Can approval-first AI still save time?
Yes. It can prepare the work and show the next decision. The person keeps control of the final message or record change.