Machine Learning

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Confidence Scores: A New Standard for Provider Data Quality

May 28, 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Imagine reaching out to a provider only to find their phone number is disconnected, their listed specialty is outdated, or they no longer practice at that location.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…

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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…

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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.

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