Governance Frameworks for Ensuring Algorithmic Decision Data Integrity in AI Systems and Regulatory Compliance
The review proposes a layered governance model integrating data-level controls, documentation practices, human oversight and independent auditing, and identifies future research priorities around interoperable provenance standards, cross-border regulatory harmonisation and the measurement of data integrity as a continu...