AI Claims System Integration Agent

Automating Claims System Integration with AI
Structured data flows directly into your claims core
AI parses and normalizes FNOL inputs from any channel, then maps them to your canonical data model for consistent, validated handoff to Guidewire, Duck Creek, or your core platform.
Triage outputs drive intelligent routing and assignment
Severity scores, fraud signals, and complexity classifications flow directly into your claims system, triggering the right queues, handlers, and reserve initializations without manual intervention.
Reusable patterns reduce integration risk
Event-driven architecture with idempotent consumers, dead-letter queues, and audit logging keeps your integrations reliable and compliant—even during CAT surge events.
How Cassidy automates Claims System Integration using AI
Step 1: Trigger on structured FNOL or triage output
The Workflow activates when AI-processed FNOL data or triage scores are ready for sync—whether from your intake automation, document extraction pipeline, or external partner feed.
Step 2: Validate and enrich the payload
Cassidy checks the incoming data against your schema requirements, validates policy and coverage details, and enriches with external data sources like fraud signals or geocoding before handoff.
Step 3: Map to your core system's data model
Cassidy transforms the canonical FNOL payload into the exact format your claims platform expects—whether that's ACORD XML, REST API parameters, or custom field mappings for Guidewire, Duck Creek, or Sapiens.
Step 4: Create claim and attach artifacts
Cassidy calls your core system's APIs to create the claim shell, populate exposures and coverages, set initial reserves, and attach supporting documents, notes, and triage scores.
Step 5: Route and assign with Human-in-the-Loop controls
Based on triage outputs, Cassidy triggers assignment rules—routing to fast-track queues, specialist adjusters, or SIU referral—with approval gates for high-severity or flagged claims.
Step 6: Emit events for downstream orchestration
Once the claim is created, Cassidy publishes events to trigger follow-up Workflows: claimant communications, inspection scheduling, estimate requests, or payment authorization flows.
Implement it inside your company
- Hands-on onboarding and support
- Self-paced training for your team
- Dedicated implementation experts
- Ongoing use case discovery
- ROI tracking & analytics dashboards
- Proven playbooks to get started fast

