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Agentic AI

Streamlining Insurance Claims Operations Through Agentic AI Orchestration

Folio3’s Agentic AI orchestration helped Govzilla automate P&C claims processing, cutting cycle times, costs, and fraud exposure while increasing straight-through claim settlements.

Automating Insurance Claims through Folio3’s Agentic AI Orchestration

Summary

By leveraging Agentic AI and multi-layer orchestration, Folio3 transformed the insurance claims lifecycle for Govzilla. The company needed an autonomous solution to manage the complete processing of high-volume Property and Casualty (P&C) claims, from the initial First Notice of Loss (FNOL) through final payout, while reducing manual adjuster involvement and significantly shortening claim cycle times.

About the Customer

Govzilla is a prominent Property and Casualty (P&C) insurance provider recognized for its focus on fairness, transparency, and customer trust. Processing tens of thousands of claims each month, Govzilla experienced increasing operational pressure as its legacy platforms struggled to manage modern unstructured data, including smartphone images and voice recordings. This resulted in growing backlogs and increased customer frustration.

Understanding the Challenge

Govzilla faced a “linear bottleneck” in which every claim depended on several manual touchpoints. This resulted in:

  • Extended Cycle Times: A standard claim typically took 4 to 6 weeks to settle.
  • High Operational Leakage: Manual data entry and document verification increased the risk of human error, leading to inconsistent payout decisions.
  • Complex Fraud Detection: Conventional systems failed to detect subtle, non-linear fraud indicators, while manual reviews were often too slow to identify risks before payout.
  • Low “Straight-Through” Processing: Only 10% of claims could be completed without human intervention due to the difficulty of processing unstructured data.
  • Solution

    Folio3 designed and implemented an Agentic AI solution for Govzilla using a Layer Orchestration architecture, where a central “Supervisor Agent” coordinates multiple specialized sub-agents to process claims autonomously.

    • Folio3 Agentic Orchestration Layer: A central “Supervisor” agent oversees the complete workflow, deciding which specialized agents to activate based on the complexity and intent of the claim data.
    • Multi-Modal Intake Agent: This agent manages FNOL intake by extracting and classifying information from unstructured inputs, including damage images, police reports, and voice memos, using computer vision and NLP.
    • Policy Validation Agent: An autonomous agent that checks extracted claim details against the policyholder’s coverage, limits, and exclusions in real time to verify eligibility.
    • Risk & Fraud Analyst Agent: This layer conducts advanced pattern analysis, comparing each claim against historical records and external databases to generate an immediate fraud probability score.
    • Auto-Settlement & Payout Engine: For low-risk, low-complexity claims, this agent calculates the appropriate settlement amount and initiates payment through integrated financial APIs.
    • Human-in-the-Loop (HITL) Handoff: The system detects complex or high-risk “edge cases” and automatically routes them to a Govzilla human adjuster, along with a summarized “case file” to accelerate manual review.

    Result

    With Folio3’s Agentic AI implementation, Govzilla modernized its claims department into a faster, more efficient service operation, achieving a 70% reduction in overall processing time and a 40% decrease in manual administrative costs. By shifting from manual triage to autonomous layer orchestration, the company increased its straight-through processing rate by 50% and detected 15% more fraudulent claims that had previously gone unnoticed, helping protect its loss ratio and strengthen overall profitability.

    RESULTS & IMPACT

    Project ROI

    Claims Processing Efficiency

    Processing Time Before4–6 Weeks
    →
    Processing Time After70% Faster
    70% Reduction in Claims Processing Time

    Technologies & Services

    Folio3 implemented an Agentic AI orchestration solution to automate claims intake, policy validation, fraud analysis, settlement processing, and human-in-the-loop review.

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    Agentic AI for Insurance Claims Automation | Folio3 Agentic AI