4L Data Intelligence
AI-powered payment integrity and fraud prevention for health plans
Overview
4L Data Intelligence is a claims technology and payment integrity platform serving health plans, TPAs, self-insured employers, and government health programs including Medicare and Medicaid. The company focuses on detecting and preventing fraud, waste, and abuse (FWA) in healthcare claims processing, addressing the limitations of legacy claims systems that have remained largely unchanged for over two decades.
The company delivers its capabilities through the Integr8 AI platform, a proprietary suite of AI-powered engines that automates provider data monitoring, fraud detection, and investigation workflows in near real-time. The platform is HITRUST, SOC 2, and HIPAA certified, and tracks more than 8.9 million healthcare providers daily to maintain continuous data accuracy and credentialing. An agentic AI investigation tool -- Investig8 AI -- reduces the time required for first-line fraud investigations from multiple days to approximately 10 minutes.
4L Data Intelligence has raised USD 10.9M across multiple rounds including a Series B in July 2025 and a USD 1M debt round in November 2025. The company reports 9 active contracts and has partnered with Booz Allen Healthcare on payment performance initiatives presented at industry conferences.
Products & Services
Integr8 AI Platform
The core AI platform providing near real-time fraud, waste, and abuse prevention, rapid fraud and collusion detection, and continuous automated provider credentialing for health plans and TPAs.
Key Features
- Near real-time FWA detection and prevention
- Continuous automated provider credentialing
- Rapid fraud and collusion detection
Target Users: Health plans, TPAs, self-insured organizations, Medicare/Medicaid programs
4L Health Plan Performance Suite
An integrated set of Integr8 AI-powered applications enabling health plans and related organizations to optimize claims operations, compliance, care management, and payment performance while managing operating costs.
Key Features
- Claims processing optimization
- Care management integration
- Compliance and payment performance controls
Target Users: Health plans, TPAs, workers compensation plans, government health programs
4L Provider Intelligence
A continuous provider data monitoring solution that tracks 8.9 million healthcare providers daily, providing real-time credentialing verification and data accuracy.
Key Features
- Daily monitoring of 8.9M+ healthcare providers
- Continuous data updates and verification
- Real-time provider credentialing
Target Users: Health plans, TPAs, self-insured employers
Investig8 AI Agent and Assistant
A patent-pending agentic AI tool that automates first-line fraud investigation tasks. The Agent replicates the workflow of experienced fraud investigators and produces comprehensive case outlines with supporting evidence.
Key Features
- Reduces fraud investigations from days to approximately 10 minutes
- Generates comprehensive case outlines with supporting evidence
- 20-fold claimed productivity increase for investigators
Target Users: Special Investigations Units (SIU), health plan fraud teams
At a Glance
- Headquarters
- San Ramon, California, USA
- Employees
- 51-200
- Funding
- Series B
Category & Focus
- Category
- Claims Technology
- Subcategories
- Fraud Detection Payment Integrity Provider Data Management
- Insurance Verticals
- Health Workers Compensation
- Target Customers
- Carriers, TPAs, Employers
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Last updated: 2026-06-06