Accurate provider data

Provider Data Accuracy: The Problem with “95% Accuracy” Claims (Part 1)

March 16, 2026
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This post kicks off a two-part series on provider data accuracy. Aaron Beach, Orderly’s VP of Data and Engineering, takes a technical look at one of the biggest challenges in healthcare data: how accuracy is actually measured. His deep dive explains why many industry accuracy claims don’t hold up under scrutiny. In a companion post,…

Confidence Scores: A New Standard for Provider Data Quality

October 2, 2025
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Imagine reaching out to a provider only to find their phone number is disconnected, their listed specialty is outdated, or they no longer practice at that location. These seemingly small inaccuracies cause big downstream problems: missed referrals, delayed care, failed marketing campaigns, billing rework, and more.   Provider data powers every part of the healthcare…

From Accuracy To Action: Real-World Results With Better Provider Data

December 18, 2024
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If you’re in healthcare, you know the constant challenge of maintaining accurate provider data. At Orderly, we’ve spent years working with payers to understand what’s really at stake. Here’s what we’ve discovered about accuracy: it isn’t just about numbers. It’s about the member experience-determining how easy (or hard) it is for someone to find the…

Harmonizing Tradition and Innovation: The Key to Accurate Practitioner Data

October 2, 2024
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The Problem Imagine this scenario: A patient named Emily has been suffering from severe migraines and finally gets a referral to a highly recommended neurologist. She calls the number listed online but it’s disconnected. Frustrated, she tries another number, but it routes her to a different department. Meanwhile, her condition worsens, causing her to miss…

Balancing Act: How to Keep Stakeholders Happy in Health Insurance

February 15, 2024
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Health insurance gets no love.   It’s a necessity to keep us all flourishing, yet insurance is consistently ranked at the bottom of customer satisfaction. Then you have all the competing forces tugging at you daily and the blank stares you get when discussing your work at parties. It can be a slog.   I…

5 Myths About Provider Roster Data

March 23, 2023
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Inaccurate or incomplete provider data is a significant challenge that impacts the entire healthcare ecosystem. It can have serious consequences, such as delayed or denied payments, compromised patient safety, and difficulties with compliance and regulatory reporting. Addressing this issue requires a concerted effort across key entities – healthcare organizations, providers, and the technology used. Recognizing…

White Paper: Inaccurate Provider Data and The Human Cost

December 15, 2022
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In this white paper, learn how provider data is foundational to better patient care and what is possible to achieve with provider data automation solutions.

Podcast: Improving the Accuracy of Healthcare Data Using Machine Learning and AI

December 13, 2022
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In this episode of Bite the Orange, learn how Orderly uses AI and machine learning to automate and improve provider data workflows in healthcare.

4 Major Reasons Healthcare Provider Data Accuracy is Hard

October 27, 2022
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Multiple blog posts, entertainment pieces, and quantitative research exist on why healthcare data is uniquely challenging. Maintaining provider directories costs physician practices in the United States roughly $2.76 billion annually. One main culprit is healthcare provider data inaccuracies. A recent piece by John Oliver on Last Week Tonight highlighted how these inaccuracies cause real implications…

Achieving Accurate Provider Data Is Costing Patients More Than You Think

August 25, 2022
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Provider data plays a significant role in access to patient care yet is often overlooked because of the ever-evolving and over-demanding need to keep the data accurate and up to date.