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Insurance

Claims Triage & FNOL Automation for a Tier-1 Carrier

Illustrative reference architecture. This is a composite engagement template built to show how Mopshy structures enterprise work. It is not a real Mopshy client, and every figure, KPI, and quotation on this page is illustrative rather than measured client data.

AI-assisted FNOL intake, vision-based damage estimation, and claims-adjuster copilot deployed across auto and property lines.

−46%

Claim cycle time

31%

Straight-through processing

+22 pts

Claimant NPS

● The challenge

The bottleneck

Average auto claim took 14 days to settle. Straight-through processing sat at 9%, and adjuster attrition drove reliance on contractors at 1.7× cost.

● What we built

The system

  • Voice + web FNOL agent that captures structured claim data on first contact
  • Vision model estimating vehicle damage from photos with adjuster override
  • Adjuster copilot summarizing policy, prior claims, and coverage nuances
  • Fraud signal layer routing suspect claims to SIU before payout
● Executive KPI board

Outcomes measured, not promised

$74M

Annualized LAE savings

4.2×

Adjuster capacity uplift

97%

Photo-estimate agreement w/ adjuster

0

Consumer-protection findings

● ROI model

What it cost, what it returned

Investment

$7.1M program (year one)

Payback

11 months

Annualized value

$74M loss adjustment expense reduction

Modeled from actuarial LAE baseline; validated by CFO office.

● Reference architecture

How it is built

  • Omnichannel FNOL intake (voice, web, mobile)
  • Damage-estimation vision service with confidence-gated auto-payout
  • Adjuster copilot with RAG over policy language and jurisdictional rules
  • SIU routing with explainable fraud signals
Guidewire ClaimCenterDuck CreekLexisNexisSnowflake

Representative engagement. This case study describes a composite of Mopshy AI's enterprise engagement patterns, delivery methodology, and observed outcome ranges. Company names, individual quotes, and specific figures are illustrative and used to communicate the enterprise pattern rather than to describe a single identified client.

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