The findings at a glance
Headline results, how they were measured, and what the benchmark does not cover. Sized for a first read or a quick reference while writing.
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AI-powered medical billing and coding platform for independent physician practices, layered onto the practice’s existing EHR, billing system, and clearinghouse.
Also an all-in-one practice management toolkit: mobile charge capture, voice dictation, patient intake, clinical photo capture, and more via the Medmio mobile app.
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Published accuracy research, free to quote with attribution. Both are open documents — no email required, no gate.
Headline results, how they were measured, and what the benchmark does not cover. Sized for a first read or a quick reference while writing.
Download the brief PDF · 2 pages · 0.2 MB · opens in a new tabThe full report: 945 billed charts, a 376-chart held-out test set, with confidence intervals, calibration and the direction of every error published.
Read the full report Web · PDF also available, 6 pagesAttribution: cite as Medmio Research, Autonomous Coding You Can Verify: An Auditable Accuracy Benchmark for E/M Coding, Technical Report, July 2026. The practice that supplied the charts is de-identified by agreement and cannot be named, and the independent coder audit referenced in the report is pre-registered — it has not yet reported.
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