People process technology and operations framework for establishing AI governance in healthcare organizations.
expert_opinion · Level V
Where this comes from
- Record sourced from PubMed, PMID 41654584.
- Also identified by DOI 10.1038/s41746-026-02419-6 and PMC identifier 12992770.
- Licence recorded as CC BY-NC-ND.
- Because redistribution is not established, this page shows the abstract only. Follow the links below for the full text.
Abstract
AI governance ensures responsible use of AI through rules, processes, and technological tools. Implementing AI governance in healthcare delivery organizations (HDOs) requires understanding necessary capabilities and assessing readiness. This study introduces the scalable People, Process, Technology, and Operations (PPTO) framework-adapted from the People, Process, Technology (PPT) model-to guide governance across key domains. The PPTO framework offers a systematic roadmap for safe, effective, and equitable AI adoption in HDOs.