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Data Quality

Clean Data. Better Outcomes.

Bad data leads to bad outcomes — and healthcare can't afford that. Vorro's Data Quality solution uses AI and intelligent automation to detect, flag, and fix data issues before they impact care, compliance, or operations.

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Live Integration Flow
EHR Data
Lab Results
Claims
ADT Events
Vorro
MPI Match
FHIR Validate
Deduplicate
Analytics
$1,950
Cost per duplicate record (avg)
99.2%
Patient match accuracy
Real-time
Quality monitoring
US Core
FHIR profile validation
Capabilities

Everything You Need. Nothing You Don't.

Master Patient Index

Probabilistic + deterministic matching with configurable confidence thresholds and survivorship rules.

FHIR Profile Validation

Continuous validation against US Core, Da Vinci, and custom FHIR profiles with detailed error reporting.

Anomaly Detection

Statistical process control on value distributions — catch data quality issues before they reach downstream systems.

Completeness Monitoring

USCDI element completeness scoring per source system — with trending dashboards for data stewards.

Auto-Quarantine

Invalid records are automatically quarantined, routed to review queues, and tracked through resolution.

Quality Scorecards

Per-source, per-entity quality scores with SLA alerting and executive reporting exports.

How It Works

From Day Zero to Production

01
Profile
Baseline your current data quality across completeness, conformance, consistency, and timeliness.
02
Deduplicate
Run MPI to identify, link, and merge duplicates across all source systems.
03
Monitor
Continuous quality monitoring with real-time alerts when thresholds are breached.
04
Improve
Steward review workflows, root cause analysis, and feedback loops to upstream systems.
Integrations

Works With Your Existing Stack

Vorro connects to the systems you already use — with pre-built, production-tested connectors. No rip-and-replace. No months of custom development.

Epic
Cerner
IBM InfoSphere
Informatica MDM
Verato
Reltio
+ many more

Ready to See It Live?

Talk to a Vorro integration expert about data quality for your organization.

Build vs. Buy Guide