Back to Articles

Provider Data Accuracy Without Compromising Network Adequacy

Provider data accuracy and network adequacy are deeply connected, yet often at odds. In this Modern Healthcare article, learn how improving accuracy reveals access gaps and how health plans can stay compliant while protecting member access.

Sury Agarwal
Sury Agarwal
· 1 min read · December 2025
Provider Data Accuracy Without Compromising Network Adequacy
Dive deeper into this article with AI

Candor Health CEO Sury Agarwal explores why traditional provider data management approaches fall short as regulatory pressure intensifies. By unpacking how inaccurate, outdated systems create blind spots in network access, he makes the case for AI-driven infrastructure that continuously validates provider data and helps plans respond quickly when gaps emerge. The result is a shift from audit-driven cleanup to proactive network management that strengthens access, reduces risk, and builds member trust.

Read the full article on Modern Healthcare

Ready to fix provider data at the source?

Standardize provider roster ingestion, reduce reconciliation overhead, and improve provider directory reliability with Candor Health.

Sury Agarwal
Written by
Sury Agarwal
Chief Executive Officer

Sury Agarwal is on a mission to transform how healthcare organizations access, manage, and trust provider data. Candor’s AI-powered platform supports payers, digital health companies, and provider groups with care navigation, referral management, network strategy, and regulatory compliance. Sury brings 12+ years of experience tackling complex data challenges. Previously, he was VP of Engineering and part of the founding team at Moat, which was acquired by Oracle for $850M in 2017. He is a Cornell University graduate.

More Posts
Making Healthcare Search More Reliable

Making Healthcare Search More Reliable

Provider search is broken in ways that are easy to overlook until they affect patient outcomes. Today, most patients begin their healthcare journey online, yet many still struggle to confidently identify the right provider, verify insurance coverage, or determine whether appointment availability is actually current. When directories contain outdated network participation, incomplete specialty information, or inaccurate availability, even well-designed search experiences begin to break down.
Julianne Zech
Julianne Zech
April 2025
Building Inclusive Healthcare for LGBTQ Communities

Building Inclusive Healthcare for LGBTQ Communities

For many LGBTQ individuals, finding healthcare is not simply about locating the nearest provider. It often involves determining whether care will feel safe, respectful, and affirming before an appointment is ever scheduled. Yet most provider search experiences offer very little visibility into that reality. Discriminatory laws, culturally incompetent providers, and gaps in provider directory data continue to create significant barriers to equitable healthcare access for LGBTQ communities. The result is not only delayed care, but measurable downstream health consequences. Research consistently shows that LGBTQ individuals are more likely than their peers to delay medical care due to fears of discrimination — a pattern directly linked to worsening health outcomes and reduced continuity of care.
Julianne Zech
Julianne Zech
January 2025
Improving Healthcare Interoperability with Accurate Provider Data

Improving Healthcare Interoperability with Accurate Provider Data

Real-World Solutions for Records Requests and Patient Referrals
Rob Nolan
Rob Nolan
January 2025