The Problem
An insurance advisor was running 10–15 client meetings per week, and every meeting had a compliance-heavy form that had to be filled out afterward. About an hour per meeting, by hand, from memory. That's 10–15 hours a week on documentation instead of clients.
Filling forms from memory has a second cost: the small relationship details — the client's kid's name, the offhand concern, the thing that makes the next conversation feel personal — get lost. The form was eating both time and warmth.
What We Diagnosed
The form itself wasn't the problem. The compliance team needed it filled out exactly the way it was. We mapped the form field-by-field and identified which fields could be populated from a transcript with high confidence, which needed flagging for advisor review, and which still required advisor judgment.
We also recommended NOT removing the human review step. A draft the advisor approves in five minutes is the right shape — fully automated submission would create a different compliance risk.
What We Built
- Zoom transcription on every client meeting
- The exact compliance form rebuilt in HTML so format matches the regulator's requirement byte-for-byte
- A custom agent that takes the transcript, populates the form, flags anything mandatory that's missing, and surfaces action items for the advisor to assign
- Advisor reviews, edits if needed, approves — done in minutes
The Results
| Metric | Before | After |
|---|---|---|
| Time per meeting on documentation | ~60 min | ~5 min |
| Time saved per advisor per week | — | ~10 hrs |
| Mandatory field completion rate | Variable | Near 100% |
| Relationship detail capture | Memory-dependent | Captured automatically |
The unexpected win was in the meeting itself. The advisor stopped scribbling notes and started actually being present with the client — because the documentation was being captured anyway. Better notes AND a better conversation.