AI governance integrates fairness evaluations directly into data pipeline validation and training workflows. Systematic audits scan outputs to detect historical, demographic, or algorithmic discrimination before real-world impact occurs. Guardrails help ensure automated decisions treat all impacted user segments equitably. The AI Governance Market Share was valued at US$ 261.44...