AI agent for insurance agency managers
Agency Production Monthly Review Agent
An accurate monthly agency performance view with commission errors caught
What it does
Each month the agency manager reviews new business, renewals, retention and loss ratio by producer and line, but carrier statements rarely match the agency system. This agent pulls production data and carrier statements and reconciles commissions with the policies written. It checks that each commission matches the expected rate; differences over $50 are listed for follow-up with the carrier. It then calculates key metrics against goals and flags producers more than 20% behind. It drafts the monthly review and discussion points for one-to-ones. Late carrier statements are shown as estimates, not as final numbers. The manager approves the review and any queries sent to carriers. Edge case: a carrier statement is late, so the agent marks that carrier's numbers as estimated and updates them when the statement arrives.
How it works
Follow the arrows from top to bottom. The orange dashed arrow is the loop: when a check fails, the agent goes back and tries again.
Read the steps as a list
- Carrier statements arrive
- Pull production and commission data
- Reconcile commissions with policies
- Do commissions match expected rates?If not: list differences for carrier follow-up. Back to step 3.
- Calculate metrics against goals
- Draft review and one-to-one points
- Manager approves review and carrier queriesThe agent waits here for your OK.
- Review filed
How it decides
It compares actual results with goals and flags commissions that differ from expected rates.
- Commission differences over $50 queried
- Producers 20% behind goal flagged
- Late statements shown as estimates
Make it yours
Every agent is a starting point. You choose these settings for your own situation.
- Goals
- Query threshold
- Metrics
- Report format
What keeps you in control
It always asks you first
- Carrier queries
- Sharing producer results
Hard limits
- No changes to producer pay
- Producer results shared only with manager
It stops when
- Done: review filed
- Stop: more than two carrier statements missing
Set it up
We guide you through the set-up, step by step
Members get the full set-up guide for this agent. No technical skills needed: you copy, paste and upload.
- One set of instructions to paste into your AI, with the clicks for ChatGPT, Claude, Microsoft 365 Copilot, Gemini and Grok
- The agent then walks you through connecting your own data, one source at a time
- A downloadable copy with the flow chart, the rules and the full guide