Clinical AI governance for scalable innovation in value based healthcare systems
Researchers have introduced the C-TACT framework to help healthcare systems better govern the deployment of clinical AI. The framework uses a scorecard system to evaluate AI tools across their lifecycle, focusing on operational learning rather than just risk oversight.
Why it matters
As hospitals rapidly adopt AI, standardized governance is essential to ensure patient safety and operational efficiency in value-based care models.
npj Digital Medicine ( 2026 ) Cite this article
We’re sharing this article early to provide faster access to peer-reviewed, accepted research. It is citable and carries a permanent DOI. This version is subject to further edits and will be replaced automatically by the final Version of Record. All legal disclaimers apply.
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