Claims Leakage Prevention with OneShield: The AI Layer That Sits Above Your Core System

The Problem: OneShield Doesn't Do This

OneShield is excellent at what it's designed for: Policy administration, Claims management, Billing, Rating. It's your system of record for specialty lines platform, and replacing it is not on the table for any rational CTO.

Claims leakage — overpayment, coverage misapplication, missed recoveries, and process failures — costs insurers 4-10% of total claims spend. Core systems track payments but can't identify where and why leakage occurs across the document-heavy claims process.

This isn't a failure of OneShield — it's a capability gap that falls outside its design scope. The solution isn't to rip and replace OneShield. It's to add an intelligence layer on top that handles what OneShield doesn't.

The Regure Approach: Intelligent Orchestration Layer

Regure connects to OneShield via standard REST API integration without requiring customization or modification of your OneShield configuration.

Regure monitors every document touchpoint in the claims lifecycle against carrier-specific leakage indicators: contractor invoice vs. benchmark pricing, medical billing code consistency, reserve adequacy vs. document evidence, settlement authority adherence, and subrogation opportunity compliance. Leakage alerts are surfaced in real-time to supervisors.

Every action taken by Regure is logged and visible in both Regure's audit trail and pushed back to OneShield records — so your team works in the system they know, with Regure handling the AI processing invisibly in the background.

Key Documents Processed for Leakage Prevention

For Claims Leakage Prevention, Regure processes the following document types that OneShield holds references to but doesn't analyze:

• Contractor invoice
• Property damage estimate
• Medical bills (CMS-1500, UB-04)
• Reserve documentation
• Settlement authorization

These documents arrive as PDFs, images, and structured data feeds. Regure's AI extracts the signals relevant to leakage prevention, enriches the OneShield record with structured findings, and triggers appropriate workflows — all without manual intervention.

Implementation: Non-Invasive, Rapid Deploy

Regure is designed specifically to avoid the "rip and replace" problem. Implementation alongside OneShield takes weeks, not months:

1. Connect: Regure authenticates with OneShield via API using read/write credentials limited to the required data scopes. No OneShield customization required.
2. Configure: Define which OneShield workflows trigger Regure processing and which Regure outputs write back to OneShield records.
3. Train: Provide Regure with your specific document examples — your carrier's forms, your adjusters' workflows — and the AI calibrates to your operation.
4. Go live: Regure processes documents in parallel with existing workflows. Adjusters and underwriters see enriched data in OneShield without changing their workflow.

ROI for Leakage Prevention on OneShield

A 1% reduction in leakage on a $500M claims book generates $5M in annual savings. Regure implementations consistently identify 2-4% leakage reduction opportunities in the first 90 days, with sustained improvement as the AI learns the carrier's specific patterns.

The ROI case for adding Regure's leakage prevention capability to OneShield is straightforward: you're applying AI intelligence to document workflows that OneShield already handles transactionally, with no displacement cost, no retraining cost, and no integration risk beyond the initial API connection.

Other AI Use Cases for OneShield

Leakage Prevention is one of five AI capability layers Regure adds to OneShield. The full suite:

• AI Subrogation Detection Agent — Automatically identify subrogation opportunities from claim documents at FNOL and throughout adjudication
• AI Fraud Triage Agent — Real-time fraud signal detection in claims documents, flagging suspicious patterns for SIU referral
• Compliance Automation — Automated regulatory evidence generation integrated with core system workflows
• Renewal Intelligence — AI-powered renewal prediction and portfolio analysis from core system and document data
• Claims Leakage Prevention ← Current page — Systematic identification of overpayment, coverage gaps, and process failures driving claims leakage

Ready to add leakage prevention to your OneShield operation? Book a demo — bring your OneShield setup details and we'll show you exactly how the integration works. Or see the OneShield integration overview.