Research
Interactive analyses built from public data. Search them, filter them and check the source behind every number.
AI tools by kind of organization
Where AI tools fit in healthcare
44 problems across six kinds of healthcare organizations, each with a sourced number, and the tools that address them. For 30 of the 44, an AI tool can help without ever reading patient data.
Explore by type
CMS TEAM model
TEAM hospital explorer
For five surgeries, Medicare's TEAM program sets a budget per patient, called a target price, that covers the hospital stay and the 30 days after. Search any of the 720 hospitals on CMS's June 2026 list. For the 523 with enough Medicare stays in the 2024 public data, see how much of each target the hospital stay uses, next to the typical hospital.
Find your hospital
Where healthcare AI has proof, part one
Healthcare AI evidence map
Seven areas where hospitals spend on AI, each rated on published evidence and market momentum, with links to the sources behind each evidence rating.
Explore the map
Where healthcare AI has proof, part two
Three quoted numbers
Each one is checked against its source. The 320% compares a plan with current use, the $44 billion is the top of a range for unplanned readmissions across all payers, and no source could be found for the prior authorization figures.
See what the sources say
Where healthcare AI has proof, part three
The three-outcome test
Six AI use cases scored on clinical, operational and financial outcomes at once. Two of the six have at least moderate published evidence on all three. For one of the two, dementia care, the published results come from a staffed care program, and what AI adds to it has not been measured.
See the scores
Source for the TEAM program: CMS, Transforming Episode Accountability Model (TEAM).
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