Evidence
Research, models and benchmarks behind the outcomes we report, from Doctronic Research Insights and our clinical team.

Reducing emergency department visits when care starts with an AI clinician
In a health economic model built on real platform care pathways, 86% of chats with emergency-level intent resolved on Doctronic or were directed to office-based care, while 14% were sent on to the emergency department.
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Potential health system savings with an AI front door to care
For a 200,000-life system at 15% annual uptake, the model projects $1.7 million to $3.0 million a year in net savings, from avoided unnecessary emergency care and lower-cost sites of care.
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Doctronic performs level with the top published medical AI on an independent safety benchmark
On the public NoHarm benchmark, Doctronic configurations scored in the same range as the top published system, with a severe-mistake rate as low as 4.5%.
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Bring a problem, such as access, pre-admission testing, avoidable ED use, or care gaps. We’ll show you how Doctronic would work in your system, and the outcomes we’d measure together.