Two of the six healthcare AI use cases Kent Applied scored have at least moderate published evidence on clinical, operational and financial outcomes at once.
2 of 6
AI use cases have at least moderate evidence on all three outcomes
Two of the six healthcare AI use cases Kent Applied scored have at least moderate published evidence on clinical, operational and financial outcomes at once.
Tyler Kent scored each use case from Weak to Strong on each outcome in September 2026, with the sources listed in the analysis. Discharge and transition optimization and dementia care coordination pass; ambient clinical documentation does not yet.
Source: Where healthcare AI has proof, and where it does not (opens in a new tab), Fig. 5 and the three-outcome test explorer. Verified October 2026.
Related charts
- From research
Two of six healthcare AI use cases have at least moderate evidence on all three outcomes
Kent Applied, Where healthcare AI has proof, and where it does not - From research
Explore six healthcare AI use cases and the evidence behind each score
Kent Applied, The three-outcome test (explorer); Kent Applied, Where healthcare AI has proof, and where it does not - From the blog
Only 5% of organizations put a custom or vendor-sold generative AI tool into production
MIT NANDA, The GenAI Divide: State of AI in Business 2025 (July 2025) - From research
The 320% documentation AI growth figure compares plans with current use
Healthcare Dive, sponsored content by Microsoft, March 10, 2025; Kent Applied, Where healthcare AI has proof, and where it does not
Sources for the figures above: MIT NANDA, The GenAI Divide: State of AI in Business 2025 (July 2025) (opens in a new tab); This healthcare AI use case will grow 320% by 2026, survey finds (opens in a new tab).
Related facts
95%
of organizations getting zero return from generative AI
MIT NANDA's 2025 report found that 95% of organizations were getting zero return from generative AI, despite $30 billion to $40 billion in enterprise investment.
Source: The GenAI Divide: State of AI in Business 2025.
KentApplied83%
of cases, at worst, models repeated a planted error
Six large language models repeated or built on a fabricated lab value, sign or condition planted in a clinical case in up to 83% of cases, a 2025 study in Communications Medicine found.
Source: Multi-model assurance analysis showing large language models are highly vulnerable to adversarial hallucination attacks during clinical decision support.
KentApplied42%
of executives planned AI documentation by 2026
In a Healthcare Dive and Microsoft survey of 130 healthcare executives, published in March 2025, 42% planned to use an AI tool for clinical documentation by 2026, against 10% using one at the time.
Source: This healthcare AI use case will grow 320% by 2026, survey finds.
KentApplied
Sources for the figures above: MIT NANDA, The GenAI Divide: State of AI in Business 2025 (July 2025) (opens in a new tab); Multi-model assurance analysis showing large language models are highly vulnerable to adversarial hallucination attacks during clinical decision support (opens in a new tab); This healthcare AI use case will grow 320% by 2026, survey finds (opens in a new tab).
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