Skip to main content
usedby
Search tools, companies

How ArmadaHealth uses H2O.ai

As published on h2o.ai. Checked by usedby on Oct 17, 2026.

What happened

ArmadaHealth uses H2O AI Cloud and Driverless AI to build an NLP model that scores patient reviews of physicians for treatment outcome, communication, and attitude, and classifies sentiment as positive, negative, or neutral. That signal feeds into matching patients with the most suitable specialists.

Summary written by usedby from the source page, in English. The figures are those of H2O.ai and ArmadaHealth, not ours.

With Driverless AI, ArmadaHealth reached the same level of results as a hand-built model, if not better, without standing up a large data science team or waiting months for delivery.

From the page. h2o.ai

If you had to traditionally build models, you would have to bring in a team of PhDs and work on it for months together. Now, with Driverless AI, we are able to reach the same level of results, if not better.

Bharath Sudharsan, Director of Data Science at ArmadaHealth. Source

What the story claims, and what we checked

What we compared with the page.

  • The passage quoted aboveCheckedCopied word for word from the page, near the name of ArmadaHealth.
  • ArmadaHealth uses H2O.aiCheckedConfirmed line.
  • The result itselfNot checkedWe quote it; we did not measure it.

Same company, same tool or same industry.

33%“33% reduction in cost”Magicare.ai uses Baseten. Same industry: HealthTech & Digital HealthWeeks, not monthsTo overhaul Salesforce securityAbridge uses Tray.io. Same industry: HealthTech & Digital Healththree months“We compressed what would previously take two years into just three months at Savista because we had Jasper.”Savista uses Jasper. Same industry: HealthTech & Digital Health