SERVICE AI WORKERS / WARRANTY AGENTS

Every claim, scored with context.

The Claim Scoring Agent evaluates coverage, repair evidence, costs, and claim history to turn complex submissions into clear, consistent decisions. See what needs attention, why it matters, and what can move forward.

WHY CLAIM SCORING

A decision-ready view of every claim

Manual review requires an adjuster to connect coverage terms, the 3 Cs, repair history, pricing, and visual evidence across different systems. The Claim Scoring Agent brings these signals together and evaluates each criterion and the claim as a whole.

MULTIMODAL CLAIM REVIEW

Score what matters for each claim type

Scoring criteria can be configured for standard warranty, vehicle or equipment service contracts, and maintenance plans. The agent evaluates the evidence that applies to the specific claim and program.

01

Coverage & plan terms

Evaluate eligibility, covered components, exclusions, limits, and applicable program terms.

02

Parts, labor & charges

Compare requested parts, labor time, rates, and other charges with relevant repair profiles and cost patterns.

03

The 3 Cs

Read the Complaint, Cause, and Corrective Action for completeness, consistency, and alignment with the repair.

04

Repair & service history

Consider the repair profile, prior service, repeat visits, and claim context to identify what warrants review.

05

Images & video

Analyze submitted visual evidence alongside the claim narrative and the proposed repair.

06

Additional criteria

Apply program-specific signals and available data to standard warranty, service contract, or maintenance plan claims.

HOW IT WORKS

From raw evidence to a clear next action

1

Assemble context

Bring together claim details, plan terms, repair data, service history, and submitted evidence.

2

Evaluate each criterion

Use AI models to interpret text, images, and video, and compare requested repairs with predictive parts and labor profiles.

3

Explain the score

Present criterion-level assessments and a proprietary aggregate score in a format reviewers can interpret quickly.

4

Route the next action

Support a faster expert review or eligible automated decision with configured controls and human oversight.

Illustrative workflow. Scoring criteria, score interpretation, and decision thresholds are configured for each program.

BUILT FOR CLAIM OPERATIONS

Faster reviews. More consistent decisions.

Save review time

Put the relevant evidence and potential exceptions in front of the reviewer.

Improve consistency

Assess comparable claims against the same program-specific criteria.

Scale decision intelligence

Use scores to support automation, investigate patterns, and analyze claim performance over time.

Claim Scoring Agent is part of Circuitry.ai Warranty Decision Intelligence →

LET'S TALK CLAIMS

See claim scoring in action.

Explore how the Claim Scoring Agent fits into your warranty and service contract workflow.

Schedule a demo
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