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Research
Benchmarks, whitepapers, and analyses from the Sunny Health AI team.
Latest research
ProviderBench v0.1: Measuring AI Accuracy on Provider Phone Numbers
Five frontier AI products answer one question, a provider's phone number, against 102 listings verified incorrect by live phone calls. With web search enabled, 22–35% of answers repeated the exact number verified not to reach the provider.
From Ghost Directories to Golden Networks
An AI-native, self-learning infrastructure for optimizing provider data. Across 2,439 live verification calls, major carrier directories showed a 38% ghost rate, while Sunny's directory scored 91% provider location accuracy.
Sunny Network Navigator: ROI Analysis and Implementation Brief
An estimated $17M–$19M in annual savings per 1M members from incremental medical steerage, a 21x–24x ROI at $1 per utilization, with a straightforward 4-step implementation.
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