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🛡️ P&C Insurance · 90-day autonomous cycle

Policy Renewal Retention Automated 90 Days Out: Stop Losing 15–25% of the Book

Proactive Retention Orchestration — Intervene Before Policyholders Shop Around.

Carriers stop losing 15–25% of their book to reactive outreach. Every retention touchpoint runs on schedule, 90 days out, with no manual reporting.

Solution design · numbers modeled on the operation described

+5%
Retention uplift on 10K-policy book
$1M+
Retained premium per year
82x
Annual ROI
Orchestrated retention is not an administrative cost-center. A +5% retention delta on a 10K-policy book translates directly to $1M+ in retained premium annually. Intervening at the exact right moment changes the math of the entire portfolio.

// the problem

Carriers lose 15–25% of their policy book at renewal due to reactive, delayed outreach. First contact typically happens ~30 days before expiration — too late to intervene competitively. Underwriters manually review at-risk policies. Reporting requires ~6 manual steps per renewal cycle. Without proactive segmentation and early intervention, high-value policyholders are already shopping around before carriers can offer competitive terms.

// what CLU does

Agent 04 executes a fully autonomous 90-day retention cycle with five scheduled checkpoints and zero manual reports. High-value policyholders get outreach at D-90. At-risk cases are intercepted at D-75 and routed to underwriters before any offer is made — a safety gate enforced automatically. Personalized offers deploy at D-60. Unengaged high-value cases escalate to human specialists at D-45 with full context. Final burst at D-30 with cancellation intent detection active throughout.

// the agents, in order

  1. 1
    D-90 Trigger Agent
    Pulls policy data, premium history, and claims from Policy Admin API — generates initial renewal quote via Rating Engine and triggers high-value outreach immediately
  2. 2
    D-75 Risk Interception Agent
    Intercepts policyholders with open claims or missed payments — routes directly to underwriter queue for manual review before any offer is made, safety gate enforced
  3. 3
    D-60 Personalization Agent
    Deploys personalized renewal offers for Standard and High-Value tiers via Email/CRM — episodic memory ensures each message reflects actual claims history and tenure
  4. 4
    D-45 Escalation Agent
    High-value policyholders with zero engagement automatically assigned to human retention specialist — full context passed, human-in-the-loop triggered before it's too late
  5. 5
    D-30 Final Outreach + Intent Monitor
    Executes last touchpoint, logs all interactions in CRM automatically, and monitors cancellation intent — instant escalation if policyholder signals intent to leave

// systems it talks to

  • Policy Admin API
  • Rating Engine API
  • Email / CRM
  • Slack Alerts
  • Underwriter Queue
  • Episodic Memory

// the economics

$988,012 net retained premium/year · $11,988 annual CLU investment · 90 days earlier than industry standard

// CLU · the agent factory

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