ResultShield™
Claims Integrity Intelligence for Health Insurers
Verify laboratory evidence. Detect fraud patterns. Protect insurer funds before payment.
ResultShield™ Lite is a claims-integrity control layer designed for health insurers that need reliable visibility into the authenticity and statistical patterns of laboratory results used to justify inpatient claims.
Problem
The Hidden Cost in Healthcare Claims
Across health insurance systems, laboratory results play a critical role in supporting diagnoses and admissions. Yet in many claims environments, the evidence itself goes unverified.
As claim volumes increase and provider networks expand, traditional audit sampling becomes insufficient to detect systemic anomalies — resulting in hidden financial leakage and weakened claims governance.
Solutions
The ResultShield™ Approach
ResultShield™ Lite introduces a verification and anomaly detection layer between claim submission and payment — working alongside existing systems, not replacing them.
1. Evidence Verification
Each uploaded lab result is cryptographically hashed and time-stamped to ensure document integrity and traceability. Tamper-evident records that hold up in audit.
2. Pattern-Level Fraud Detection
Deterministic statistical rules identify suspicious patterns: identical numeric results across unrelated patients, facility-level clustering, diagnosis–lab inconsistencies, and temporal admission clusters.
3. Executive Claims Intelligence
Insurers receive a clear view of flagged claims requiring audit review, high-risk facilities, estimated financial exposure, and portfolio-level fraud patterns.
How ResultShield™ Works
A four-step process that surfaces patterns — while final decisions always remain with the insurer.
Secure Result Intake
Laboratory results attached to claims are uploaded securely in PDF, image, or CSV format. Metadata such as facility ID, test type, and claim ID is captured automatically.
Tamper-Evident Verification
Each document receives a SHA-256 cryptographic hash and timestamp, creating an immutable integrity record that is defensible in audit proceedings.
Statistical Pattern Detection
A deterministic rule engine scans across the dataset to identify statistically improbable numeric patterns and facility-level anomalies that humans cannot detect at scale.
Auditor Decision Support
Flagged claims and risk clusters are presented in a clear dashboard with auditor-ready reports and exposure estimates. The system surfaces patterns — decisions remain with the insurer.
Our Offer
What Insurers Gain
Scalable Fraud Detection
Identify patterns across thousands of claims that manual audits cannot detect — without adding headcount.
Stronger Governance
Provide audit committees and risk teams with objective evidence and traceable verification records.
Faster Claims Decisions
Focus internal auditors only where statistical risk exists — reducing wasted review time.
Quantified Financial Exposure
Estimate potential loss from anomaly clusters and prioritize investigations accordingly.
Built for Insurance Systems
ResultShield™ is designed specifically for insurance claims governance. It acts as a verification and intelligence layer within the claims lifecycle, enabling insurers to strengthen internal controls without disrupting provider workflows.
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Client Base
Who Uses ResultShield™
ResultShield™ Lite is built for organizations responsible for safeguarding healthcare funds.
Private Health Insurers
Commercial insurers managing inpatient claims portfolios.
Claims Audit Departments
Internal audit teams seeking scalable anomaly detection.
Risk & Internal Control Teams
Risk officers strengthening pre-payment governance.
Social Health Financing Authorities
Public health financing bodies managing large claim volumes.
Legacy NHIF Audit Functions
Transitioning audit functions within the SHA framework.