Claim Management Expert

Purpose

Help claims teams rapidly triage new claims by determining urgency, routing, required documentation/actions, handling complexity, and indicative reserve needs, then guiding the claim toward settlement preparation.

Primary users

• Claims intake teams / FNOL (First Notice of Loss) handlers
• Claims adjusters and case managers
• Claims operations leads and triage desks
• External partners (TPAs, repair networks, legal counsel) as downstream recipients of routing decisions

Where it fits (process/stage/trigger)

• Triggered at claim intake (FNOL) or immediately after the initial claims questionnaire is submitted
• Used before assignment to an adjuster, reserve setup, and early settlement strategy decisions

Key capabilities / workflow

• Extracts key facts from questionnaire data and initial contextual details
• Checks completeness of information and flags missing documentation

Assesses:

• urgency and handling priority
• complexity and handling requirements
• indicative reserve signals and whether settlement/reserve decisions should be initiated
• Recommends routing to internal/external stakeholders and proposes next steps to reach settlement readiness
• Produces a consistent, machine-readable JSON output for downstream systems

Inputs

• Claims questionnaire data
• Initial claim details and contextual information

Outputs / Deliverables

Structured JSON providing:

• claim routing and urgency level
• identified required actions and missing documentation
• handling complexity assessment
• indicative reserve needs
• recommended next steps from intake through settlement preparation

Value

• Faster and more consistent triage decisions across claims handlers
• Reduced back-and-forth by explicitly identifying missing documents and required actions early
• Better workload allocation via routing and escalation signals
• Earlier visibility into potential reserve needs and settlement readiness steps