As AI systems become core to decision-making, governance isn’t optional — it’s essential. This thought-leadership piece explains how businesses can implement governance frameworks that ensure fairness, transparency, and compliance without slowing innovation. What AI Governance Really Means Risk Mitigation Through Data Lineage and Model Oversight Kriv AI’s Governance Blueprint for Regulated Industries Future Trends: Explainability and Ethical AI Metrics