Question 30
Domain 4 — AI Governance, Risk, Ethics, and TrustworthinessAI Governance Course: A company is implementing AI systems to enhance its decision-making processes. Which is the most critical first step in ensuring effective AI governance?
Correct answer: D
Explanation
Establishing clear data governance policies is the first step because AI governance depends on controlling the data used to train, test, and operate AI systems. Without rules for data quality, access, privacy, and accountability, decision-making can be unreliable and noncompliant.
Why each option is right or wrong
A. Focusing on AI system performance metrics
B. Investing in advanced AI technologies
C. Training employees on AI ethics
D. Establishing clear data governance policies
AI governance starts with the data layer because every downstream model decision depends on the quality, provenance, and permitted use of the inputs. In practice, this means setting documented controls for data quality, access, retention, privacy, and accountability before deployment; without those controls, the organization cannot reliably evidence compliance or manage model risk.