Operational Governance Controls for AI Data Operations: A Scenario-Based Review Framework
This ACM proceedings article presents a scenario-based review framework for operational governance controls in AI data operations. It focuses on how data collection, processing, quality control, and compliance review can be organized as practical governance checkpoints for trustworthy AI development.
Published by ACM as a proceedings article. DOI: 10.1145/3816713.3816740. Authors: Shuo Han and Ning Mou. Pages 1-11. Published online on June 16, 2026.