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AI Claims Coverage Determination Agent Agent

Evaluate policy language and claim facts to produce cited analyses and questions that support consistent coverage decisions within authority limits.
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Overview
Custom solution
Agent

Automating Claims Coverage Determination with AI

Automate your complete coverage determination workflow—from policy assembly and fact extraction through trigger analysis, exclusion review, and compliant letter drafting.
001
Context-aware policy analysis

The Agent ingests your full policy stack—declarations, insuring agreements, exclusions, conditions, and endorsements—and normalizes them against the relevant policy period and jurisdiction.

002
Fact-to-coverage mapping

Automated extraction aligns claim facts and allegations to coverage triggers, identifies factual gaps, and generates targeted questions grounded in policy language.

003
Audit-ready compliance and governance

Every coverage position includes verbatim policy citations, authority checks, and jurisdiction-specific timing compliance—creating a defensible record from determination through letter delivery.

How Cassidy automates Claims Coverage Determination using AI

Step 1: Trigger on new claim or tender

The Workflow activates when a new FNOL, lawsuit tender, or coverage request enters your claims system—pulling in the claim file, complaint, and initial facts.

Step 2: Assemble and normalize the policy stack

Cassidy retrieves the full policy stack from your Knowledge Base—declarations, insuring agreements, definitions, exclusions, conditions, and endorsements—and aligns them to the correct policy period, insureds, and jurisdiction.

Step 3: Extract and align claim facts

The Agent parses allegations and claim details, builds a timeline, and maps facts to coverage triggers: bodily injury, property damage, occurrence, covered perils, or wrongful acts depending on the policy type.

Step 4: Analyze coverage triggers and exclusions

Cassidy applies agentic reasoning to evaluate whether facts satisfy insuring grants, then works through exclusions, conditions precedent, and endorsements—citing verbatim policy language throughout.

Step 5: Identify factual gaps and generate questions

Where information is missing, the Agent produces targeted questions for the insured or broker—referencing the cooperation clause and specifying exactly what's needed to complete the analysis.

Step 6: Draft the coverage position letter

Cassidy generates a Reservation of Rights, Coverage Position, or Denial letter with a factual summary, quoted policy provisions, jurisdiction-specific language, and defense management terms where duty to defend applies.

Step 7: Validate authority and route for approval

The Workflow checks whether the recommended position falls within adjuster authority limits. If thresholds are exceeded, it routes automatically to a supervisor or coverage counsel for review.

Step 8: Finalize with audit trail and compliance tracking

Cassidy logs the complete decision rationale, timestamps, and citations, tracks regulatory acknowledgment windows, and stores static records—ensuring every determination is defensible and audit-ready.

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