The Challenge in Claims Handling
When a claim is filed, handlers waste valuable time cross-referencing intricate policy texts,
addendums, and legal jargon to verify if a specific incident is covered. Missing subtle clauses can
result in wrongful payouts or bad faith litigation against insurers.
Our Semantic Implementation
Instead of relying purely on keyword search, our system builds an intelligent knowledge graph from
your policy documents.
- LLM-Powered Analysis: We integrate specialized large language models capable of
reasoning through complex legal text structures perfectly tailored to insurance jargon.
- Automated Synthesis: When a claim report is ingested alongside the
policyholder's contract, the AI highlights exact clauses confirming or denying coverage, with
references.
- Explainable AI: The dashboard doesn't just return a "Yes/No". It actively
outputs fully explainable reasoning and cites the page and line number from the original policy
document.
- Seamless Integration: Integrates directly into existing underwriting systems
(Guidewire, Duck Creek) via standardized REST APIs.
Key Business Benefits
- Reduces basic claims triage time by over 70%, freeing adjusters for complex investigations.
- Dramatically reduces false-positive payouts caused by adjuster fatigue.
- Provides a transparent, auditable trail of logic behind every automated coverage decision.