OpenClaw for Insurance Brokers: Renewal and Follow-Up Playbook
For "openclaw for insurance broker" and "clawbot for insurance agency", wins come from quote follow-up consistency, renewal reminders, and reduced lead leakage.
Content updated: February 8, 2026.
Broker workflows to automate
| Workflow | Automation outcome | KPI |
|---|---|---|
| Lead intake qualification | Classify policy type, urgency, and missing intake fields. | Lead qualification speed. |
| Quote follow-up cadence | Generate staged follow-up reminders and drafts. | Quote-to-bind conversion rate. |
| Renewal tracking | Create reminders by policy expiration windows. | Renewal retention rate. |
| Account review prep | Compile account notes and upcoming risk changes. | Account review completion rate. |
MCP stack
- Email MCP: quote follow-up and renewal reminder drafts.
- Task MCP: renewal tasks and owner assignment.
- Calendar MCP: account review and renewal timelines.
- Notes MCP: policy context and decision logs.
- AMS connector MCP (custom): Agency management system updates and triggers.
Prompt examples
- Renewal risk list: "List policies renewing in 45 days with missing prep tasks."
- Follow-up draft: "Draft a follow-up for this quote with clear CTA and next steps."
- Lead summary: "Summarize this inquiry and identify missing underwriting info."
- Pipeline view: "Show open opportunities by policy type and close probability."