Warranty Claims Adjudication Agent
Reviews incoming warranty claims against coverage terms, purchase records, and failure descriptions to approve, deny, or route claims for manual review.
Warranty desks today manually cross-check purchase dates, serial numbers, coverage tiers, and failure descriptions against policy documents scattered across PDFs and spreadsheets, which slows adjudication to days and produces inconsistent approve/deny decisions between agents
Customers submit claims through email, web forms, and phone transcripts with inconsistent detail, forcing reps to chase proof-of-purchase or photos before a decision can even start
Fraudulent or out-of-policy claims often slip through when reps are under volume pressure, while legitimate claims get wrongly denied due to missed coverage clauses
This agent ingests the claim, purchase record, and product registration data, matches them against the applicable warranty policy, and issues a substantiated approve, deny, or escalate decision with the policy clause cited
The agent triggers when a warranty claim is submitted via web form, email, or POS system webhook. It extracts structured claim data (product SKU, serial number, purchase date, failure description, attached photos) using document parsing and vision-capable LLM extraction, then queries the product registration and purchase history systems to verify eligibility. It applies retrieval-augmented reasoning over the current warranty policy corpus to determine coverage applicability and computes a confidence-scored decision, auto-approving high-confidence in-policy claims, auto-denying clear out-of-policy claims with an explanation, and routing ambiguous or high-value claims to a human adjuster with a pre-filled recommendation.
Capture and Validate Claim
- Parse claim submission from web form, email, or call transcript
- Extract product identifiers, purchase date, and failure description
- Validate submitted photos or video against required evidence checklist
- Flag incomplete submissions and auto-request missing documentation
Verify Coverage Eligibility
- Match serial number and purchase record against product registration database
- Determine applicable warranty tier and remaining coverage window
- Check for prior claims history on the same unit
- Identify exclusions such as accidental damage or unauthorized repairs
Adjudicate and Decide
- Apply policy clauses via retrieval-augmented reasoning over the warranty terms corpus
- Compute a confidence score for approve/deny/escalate outcomes
- Auto-approve or auto-deny high-confidence cases with cited policy language
- Route ambiguous, high-value, or anomalous claims to a human adjuster with a recommendation
Notify and Fulfill
- Send approval, denial, or escalation notice to the customer with clear reasoning
- Trigger replacement, repair, or refund workflow in the fulfillment system
- Log decision, evidence, and policy citation to the claims audit trail
- Update product registration record with claim outcome