Clinical AI governance market surges
The clinical AI model governance market is projected to balloon — a report predicts the segment will reach USD 71.12 billion by 2036 as regulation and transparency demands accelerate, OpenPR said. With regulators and CISOs tightening demands, directors now need to show auditability and governance for any AI work presented to leadership.
The FDA published its "Artificial Intelligence and Machine Learning Software as a Medical Device Action Plan" in January 2021 fda.gov and states AI/ML SaMD will be assessed through existing premarket pathways such as 510(k), De Novo, or premarket approval (PMA) to ensure safety and effectiveness fda.gov. The EU Artificial Intelligence Act, adopted in 2024, brings many medical AI systems into a high‑risk category that can require notified‑body certification under medical device rules taylorwessing.com, and the European Commission launched a targeted stakeholder consultation on high‑risk AI systems for life sciences and healthcare on June 6, 2025 gtlaw.com. Proofpoint’s 2025 "Voice of the CISO" report found 76% of CISOs expect a material cyberattack within the next year, with GenAI data risks listed among top concerns proofpoint.com, while Team8’s 2025 CISO Village Survey polled over 110 security leaders and identified AI as a central priority for security strategy and budgets team8.vc. Vendors are packaging governance features: Fiddler published a case study where a leading healthcare enterprise centralized governance for 60+ production models on Google Cloud to prevent PHI leakage fiddler.ai, Credo AI released an "AI Registry" as a centralized model inventory in July 2023 businesswire.com, and Databricks extended MLflow’s model registry with Unity Catalog integrations to enable cross‑workspace governance introl.com. Audit and consultancy guidance now treat a single model inventory as the system‑of‑record for compliance: KPMG’s model risk materials describe the inventory as central to tracking governance adherence kpmg.com, and Pertama Partners publishes a model‑inventory checklist (fields like owner, purpose, risk level, and review dates) recommended for regulatory readiness pertamapartners.com.
