By Megan Schmidt, CEO, Madaket Health
LinkedIn: Megan Schmidt
LinkedIn: Madaket Health
Healthcare is spending billions to modernize the future while ignoring one of its most expensive operational failures.
Provider data, the foundational information that determines who gets paid, where patients receive care, and how networks function, remains inaccurate across much of the industry. The consequences are staggering: billions in administrative waste, provider frustration, payment delays, network disruption, compliance exposure, and poor member experiences. With more than $17 billion lost annually to provider data inaccuracies, the issue is no longer an operational nuisance; it is a strategic business problem hiding in plain sight. Every AI initiative, digital transformation effort, and growth strategy depends on accurate data. Without it, organizations are simply scaling inefficiency.
Why Provider Data Continues to Fail
The scale of the problem is broader than most organizations want to admit. Payer records routinely contradict provider records. Credentials, specialties, and hospital affiliations go unupdated for months, sometimes years. Updates are done manually across systems that do not talk to each other, and there is no real-time synchronization to maintain accuracy.
The result is high denial rates, delayed payments, and revenue cycle teams spending significant time chasing discrepancies that clean data would have prevented entirely.
The Massive Financial Toll
Up to 32% of claim denials trace back to incomplete or incorrect registration data, which often originates in flawed provider records further upstream. At the same time, 58% of health plan members report running into errors such as incorrect addresses or outdated information about physician availability and network participation.
The fragmentation only compounds over time. Credentialing teams duplicate work and enrollment slows. Without a single, verified source of truth, every downstream system pays the price of inaccurate data at the source.
The Industry Needs a More Modern Approach
Healthcare organizations can no longer rely on manual processes and disconnected systems to manage provider data. These approaches may have been workable when networks were smaller and expectations were lower, but they are no longer built for the pace or complexity of modern healthcare.
Provider information changes constantly. Clinicians move, affiliations shift, credentials are renewed, and network participation changes. When those updates depend on slow, manual workflows, errors are not the exception. They become part of the operating model.
A more modern approach starts with treating provider data as infrastructure rather than administrative upkeep. Accuracy has to be maintained continuously and protected from the fragmentation that causes errors to spread downstream.
The Clear Business Benefits
Getting provider data right has real financial consequences, and they compound quickly:
- Substantial reduction in claim denials and revenue leakage
- Faster payer enrollment and credentialing cycles
- Improved cash flow and lower administrative overhead
- A scalable infrastructure foundation that supports broader automation across revenue cycle, network management, and compliance
Organizations that fix the data layer are building operational resilience with lasting value.
The Choice Facing Healthcare Leaders
A real divergence is emerging. Healthcare leaders who treat provider data accuracy as a board-level priority are gaining a meaningful operational and financial edge. Those still managing it through manual, outdated processes will find themselves increasingly constrained as margins tighten and efficiency expectations rise.
The $17 billion opportunity does not lie behind complicated clinical innovation. It does not require overhauling care delivery or betting on unproven technology. It requires acknowledging that clean, accurate, real-time provider data is foundational to financial performance in modern healthcare and then acting on that acknowledgment with the urgency it warrants.
The data is clear, and the technology exists. The organizations that act on this decisively on provider data infrastructure are the ones building more resilient, more efficient, and more patient-centered operations going forward.
That work begins with the data layer, and there is no better time to start than now.