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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. All are open documents — no email required, no gate.
1,287 diagnostic ultrasound studies coded against a practice’s actual billed claims, with 254 sealed before development and scored exactly once: 99.2% matched.
Read the benchmark Web · two-page flyer PDF also availableHeadline 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 the office-visit benchmark as Medmio Research, Autonomous Coding You Can Verify: An Auditable Accuracy Benchmark for E/M Coding, Technical Report, July 2026; and the imaging benchmark as Medmio Research, CodeSight Diagnostic Ultrasound Coding Benchmark, August 2026. In both, “matched” means agreement with the codes the practice actually billed, not an independent judgement that those codes were correct. The practices that supplied the charts are de-identified by agreement and cannot be named; the independent coder audit referenced in the E/M report is pre-registered — it has not yet reported. Neither benchmark is peer reviewed.
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