The REAL Health Providers Act marks a decisive shift in how provider directories are regulated, enforced, and operationalized. For health plans, this is not an incremental policy update—it represents a structural reset that elevates provider data accuracy from an operational concern to a regulatory mandate with direct financial consequences.
At its core, the REAL Act formalizes what members have long assumed: provider directories must reflect reality.
Why the REAL Health Providers Act Exists
Inaccurate provider directories persist across markets—despite repeated guidance, audits, and corrective actions. Ghost providers, outdated locations, incorrect specialties, and inaccurate network status have become systemic issues rather than edge cases.
The REAL Health Providers Act codifies accountability in response to persistent structural failures and addresses these failures by:
- Strengthening accuracy requirements
- Expanding enforcement authority
- Protecting plan members who rely on directory information
- Shifting financial liability to the payer when inaccuracies occur
This is a clear signal: directory inaccuracies are no longer tolerated as administrative noise.
What the REAL Act Changes for Health Payers
The REAL Act introduces accountability where ambiguity once existed. The following implications for health plans are imminent:
Accuracy Is No Longer Periodic
Provider directory information must be verified at least every 90 days. When updated information is received, directories must be revised within 2 business days. Annual attestations and delayed system updates no longer meet the system.
Attestation Is No Longer a Safeguard
Self-reported provider attestations cannot serve as the primary validation mechanism; independent verification is now expected.
Consumer Reliance Is Legally Enforced
If a member relies on incorrect directory information, payers may be required to apply in-network cost sharing. Network participation inquiries must also be answered within 1 business day.
Audit Exposure Is Structural
Provider directory accuracy is now inseparable from CMS audit readiness and network adequacy evaluations.
The Hidden Risk: Network Adequacy Built on Inaccurate Data
Network adequacy assessments assume provider directories are accurate. In practice, they often are not.
Common distortions include:
- Providers listed at inactive locations
- Clinicians who have retired or relocated
- Specialists no longer accepting new patients
- Duplicate provider records
The result is an inflated perception of access. Regulators are increasingly scrutinizing this gap between listed providers and practicing providers.
Why Legacy Approaches Fall Short
Traditional provider directory management tools rely on processes that were never designed for today’s regulatory expectations.
These include:
- Manual call campaigns
- Provider attestations
- Periodic reconciliations across fragmented systems
- Static vendor databases
These methods introduce latency, inconsistency, and unverifiable assumptions. Under the REAL Health Providers Act, those weaknesses translate directly into compliance risk.
From Reactive Fixes to Continuous Accuracy
Meeting the requirements of the REAL Health Providers Act demands a different operating model—one grounded in continuous validation, not episodic cleanup. This is where AI-driven provider data management solutions such as HiLabs MCheck® Provider Data Accuracy (PDA) become foundational to a payer’s ability to stay compliant.
MCheck® PDA replaces manual review and reconciliation workflows with purpose-built AI—designed to replicate healthcare subject matter expertise at scale.
How MCheck® Provider Data Accuracy Works
MCheck® Provider Data Accuracy validates and enriches provider data across a recurring operational cadence aligned with payer requirements.
- Regularly scans thousands of public and proprietary sources
- Validates and enriches 60+ provider attributes
- Scores data for reliability, relevance, and recency
- Flags inaccuracies before they trigger member impact or audit findings
- Integrates directly with payer systems for operational execution
HiLabs has corrected more than 100 million directory errors across national and regional health plans, helping maintain 95%+ directory accuracy.
The outcome is not just cleaner data, but defensible directory accuracy.
What PDA Enables for Health Payers
Accurate provider directories are no longer a compliance checkbox. They now influence regulatory standing, financial exposure, and member experience. Intelligent directory validation enables:
Regulatory Readiness
- Faster remediation within mandated timelines
- Audit-ready reporting with traceable evidence
- Reduced exposure under the No Surprises Act
Network Integrity
- Clear visibility into true in-network capacity
- Identification of ghost locations and inactive providers
- Data-driven network adequacy assessments
Member Experience
- Fewer failed provider searches
- Reduced call center volume
- Higher trust in digital front doors
AI-powered directory accuracy is more than a compliance safeguard; it has become an operational advantage.
The Broader Regulatory Shift Underway
The REAL Health Providers Act reflects a broader shift toward continuous, enforceable accountability in healthcare data governance.
Provider data accuracy now sits at the intersection of:
- Regulatory compliance
- Financial risk management
- Member trust
- Network performance
Health payers that modernize provider data management can meet evolving enforcement standards while operating with greater precision across the enterprise.

