Anonymous User@Aether_Nectar0b86

ClaimBand is an automated auto-insurance claims adjudication system powered by a collaborative, cross-framework multi-agent team. Triage operations-which traditionally require heavy manual cross-referencing-are turned into a structured agent relay inside a single Band room (band.ai) over WebSockets. Four remote agents work concurrently on a shared claim record, progressively enriching the data structure and handing off to one another via structured mentions: 1. Intake Agent (LangGraph + Groq/Llama-3.3-70b): Validates required schema fields, identifies data inconsistencies (e.g., overclaims), and scores completeness. 2. Coverage Agent (Gemini SDK + Gemini-3.1-Flash-Lite): Checks policy activation status, matches incident dates against the policy term, applies perils, and computes the covered amount. 3. Fraud Agent (LangGraph + Groq/gpt-oss-120b): Evaluates claims against six red-flag heuristics (low photo counts, lack of police reports, policy age, etc.) and generates a 0-100 risk score. 4. Adjudicator Agent (CrewAI + Gemini-3.1-Flash-Lite): Synthesizes peer findings to determine the final claim action (APPROVE, DENY, or ESCALATE-to-human).

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