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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
1 min read
December 2025
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 By unpacking how inaccurate, outdated systems create blind spots in network access, he makes the case for AI-driven infrastructure that continuously validates provider data and helps plans respond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.
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5 Reasons Your Provider Directory Is Wrong
Your provider directory was wrong before anyone noticed. And by the time someone did notice — a member denied care, a claim rejected, a regulator asking questions — the damage was already done. Here are five root causes that explain why your provider directory keeps breaking.
Sury Agarwal
June 2026
Why Provider Data Keeps Breaking — And Why Patching the Symptoms Doesn't Work
Provider directories don't fail because of bad luck or sloppy work. They fail because they're built on fragmented sources, self-reported data, infrequent refresh cycles, and no validation layer. Here's what it actually takes to fix the architecture, not just the symptoms.
Sury Agarwal
May 2026
Finding the Right Doctor Is a Data Problem in Disguise
For the first episode of Candid Conversations, Candor Health CEO Sury Agarwal sat down with Sameer Sethi, former Chief AI and Data Officer at Hackensack Meridian Health to find out where it all went wrong.
April 2026