🛡️ 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
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
- 1D-90 Trigger AgentPulls policy data, premium history, and claims from Policy Admin API — generates initial renewal quote via Rating Engine and triggers high-value outreach immediately
- 2D-75 Risk Interception AgentIntercepts policyholders with open claims or missed payments — routes directly to underwriter queue for manual review before any offer is made, safety gate enforced
- 3D-60 Personalization AgentDeploys personalized renewal offers for Standard and High-Value tiers via Email/CRM — episodic memory ensures each message reflects actual claims history and tenure
- 4D-45 Escalation AgentHigh-value policyholders with zero engagement automatically assigned to human retention specialist — full context passed, human-in-the-loop triggered before it's too late
- 5D-30 Final Outreach + Intent MonitorExecutes 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
Is your operation like this one?
Describe it in your own words on the home page. CLU draws your process as an operation map, with the agents, the systems and an estimate for your volume.
// more cases in P&C Insurance
- P&C Claims Intake and Triage Automated: FNOL to Adjuster Queue in Under 30 Minutes98% of claims routed in under 30 minutes. Zero manual triage. Adjusters focus exclusively on complex, high-value cases.
- P&C Claims Vendor Coordination Automated: Inspectors, Adjusters and Contractors in 6 Days Instead of 18Complete third-party vendor lifecycle orchestrated autonomously — from assignment to invoice approval. Vendor cycle compressed from 18 days to 6 days with zero email/phone relay.
- Florida P&C Claims Deadline Compliance: 14/30/90-Day Statutory Tracking Without Blind SpotsEvery open claim is a ticking compliance clock. CLU intercepts before breach — autonomously monitoring every claim against Florida's 14/30/90-day statutory deadlines with zero blind spots.
- Liability Underwriting Submissions Automated: Broker Emails to Quote 70% Faster9-agent swarm orchestrates every submission from data-sludge intake to broker-ready quote — 100% appetite consistency, 80% less operational effort.
- Third-Party Contract Risk Review with DORA and GDPR Compliance Checks at Ingestion6-agent swarm extracts risk from PDFs, auto-flags DORA gaps, redlines against Golden Standard, and models financial exposure — contracts are no longer static storage.
- TPD Disability Claims Screening Automated: Medical, Policy and Financial Logic in One PassMedical + policy logic resolved in parallel. 4-layer complexity (Medical · Legal · Financial · Human) processed in one pass with proactive reserve intelligence.
- Travel Insurance Claims Straight-Through Processing: Auto-Settlement in Hours, Not DaysNeural Grid STP resolves multi-format claims (PDFs, images, multi-currency) with >95% confidence auto-settlement — customers never repeat information.
- Motor Claims Lifecycle Automated from FNOL to Subrogation, with 30–40% Less FraudBefore · During · After — Risk DNA profiling, autonomous FNOL decisioning, subrogation recovery, and lifecycle intelligence orchestrated as one continuous loop.
- Health Insurance Policy Retention: Churn Signals Detected Before the Renewal Window Opens6-agent Smart Policy Engine compares plans dynamically, personalizes offers by usage and churn risk, and engages customers conversationally — before they stop renewing.
- Kinesiology Claims Fraud Detection: False Licenses, Session Inflation and Rings Caught Before PaymentCLU + Aictive: Gatekeeper, Enforcer, and Watchdog layers detect false licenses, session inflation, and organized rings — pre-payment, not post-investigation.