Lifecycle Governance Agency

LGA Journal

Research & Analysis on AI Governance in Healthcare

The LGA Journal publishes expert analysis on artificial intelligence governance in healthcare.

Articles examine regulatory developments, governance frameworks, and institutional oversight of clinical AI systems as healthcare organisations prepare for the EU Artificial Intelligence Act.

All articles are authored by Dr Rebindrenath R. Goerdin, founder of Lifecycle Governance Agency.

The EU-China Governance Corridor for Clinical AI: A Framework for Cross-Border Compliance

Chinese AI companies entering the EU rebuild regulatory evidence from scratch; European hospitals evaluating Chinese clinical AI repeat due diligence independently. This white paper proposes a cross-border compliance framework — the EU-China Governance Corridor — built from three components: the China Desk, the Governance Translation Layer, and the Clinical AI Registry™. The framework enables systematic reuse of evidence and minimises data transfer between the EU and Chinese regulatory regimes, ahead of the 2026–2027 convergence of critical deadlines.

Dr Rebindrenath R. Goerdin

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All Articles

Clinical AI4 min read

AI Adoption in Hospitals: Governance Frameworks and the EU AI Act

Artificial intelligence is expanding rapidly across clinical environments. This article examines the governance challenges hospitals face, the obligations introduced by the EU AI Act, and the key elements of an effective AI governance framework for healthcare organisations.

Dr Rebindrenath R. Goerdin

8 March 2026

EU AI Act3 min read

Hospitals Are Underestimating the Governance Impact of the EU AI Act

Many hospitals across Europe are deploying AI systems without adequate governance structures. The EU AI Act introduces substantial obligations for high-risk AI in healthcare — and most institutions are not yet prepared.

Dr Rebindrenath R. Goerdin

7 March 2026

Policy & Regulation6 min read

Preparing Hospitals for the EU AI Act Enforcement Phase in 2026

With key provisions of the EU AI Act entering into force in 2026, healthcare organisations must begin building governance structures now.

Dr Rebindrenath R. Goerdin

6 March 2026

Clinical AI6 min read

The Governance Gap in Clinical Artificial Intelligence

Many healthcare organisations are experimenting with AI tools without structured oversight frameworks. This article explores the governance gap emerging across European healthcare.

Dr Rebindrenath R. Goerdin

4 March 2026

Healthcare Strategy5 min read

Why AI Governance Will Become a Board-Level Responsibility in Healthcare

The EU AI Act will transform how hospitals oversee artificial intelligence. Governance of AI systems will increasingly become a leadership and institutional responsibility.

Dr Rebindrenath R. Goerdin

25 February 2026

EU AI Act5 min read

Hospitals Are Underestimating the Governance Impact of the EU AI Act

Artificial intelligence is rapidly entering healthcare. Yet many hospitals are not fully prepared for the governance obligations introduced by the EU Artificial Intelligence Act.

Dr Rebindrenath R. Goerdin

18 February 2026

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