MCheck Clinical
Advanced AI tailored for healthcare to extract critical clinical data
HiLabs’ AI-powered clinical data solutions automates ingestion, mapping, validation, and transformation of clinical data—reducing turnaround times from days to hours and improving data quality.
Delivering clinical intelligence every day across health plan operations
0B+
Clinical records processed
1960+
Industry standard data quality checks
54%
Accuracy in file standardization
From Raw Clinical Files to Clean, Configurable Outputs—in Minutes
Why Invest in AI-driven Clinical Data Intelligence
Column Mapping & Intake
Validation Logic & Configuration
Operational Visibility
Output Flexibility
Legacy Vendors
Rely on static templates and manual rules to interpret files, often breaking when column names or formats change
Column Mapping & Intake
Validation Logic & Configuration
Operational Visibility
Output Flexibility
HiLabs
AI Auto-Mapping intelligently assigns clinical concepts—even when files vary between providers or submissions
Why Leading Plans Rely on HiLabs for Clinical Data Ingestion
A configurable AI platform that transforms messy clinical files into clean, validated outputs for risk, HEDIS, and care management
Automation & Accuracy
AI Auto-Mapping
Auto-detects and maps any incoming file, increasing the range of data available for downstream analysis and use cases such as HEDIS, Risk Adjustment, and Care Management
Validation Engine
Runs extensive clinical and operational checks to ensure accuracy across vitals, codes, and records before downstream delivery
Audit Readiness
Seamless, audit-ready regulatory reporting with pre-built CMS HSD outputs and state-compliant file submissions
Quality & Transparency
Audit & Operational Visibility
Track every mapping, validation, and fallout with real-time operational visibility and a full audit trail across the data pipeline
Closed-Loop Provider Feedback
Flags invalid records and creates a standard report with clear and actionable feedback for correction, tracking quality improvement over time
Configurability & Scalability
Multi-Team Output Configurations
Supports simultaneous, custom outputs for RA, Quality, and Analytics—tailored to meet each team's specific downstream needs
Self-Service Global Configurations
Easily modify rules, output logic, and routing preferences from the UI—no engineering support required for operational updates
How a National Blue Plan Scaled Clinical Data Ingestion
$3M+ in Annual Operational Cost Savings
Replaced traditional rules-based workflows with AI-powered ingestion and validation—cutting internal processing costs by over $3M per year
AI-Powered Data Standardization in Minutes
Healthcare domain aware AI standardizes the input files in minutes and produces data in payor specific format including FHIR format
1300+ Data Sources Standardized
Standardized 1300+ data sources and surfaced source-level quality metrics to drive data transparency and submission accountability
MCheck Platform
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