AI Deployment Intelligence
AI governance provides a structured framework for managing how AI systems are designed, developed, deployed and monitored. It helps organizations establish accountability, manage risks and maintain appropriate controls throughout the AI lifecycle.
For financial services, strong AI governance should address data quality, privacy, cybersecurity, fairness, explainability, human oversight, model monitoring and auditability. Governance controls should be proportionate to the purpose and risk of each AI use case.
AI governance is not a one-time compliance exercise. Models, data, regulations and risks can change over time, making continuous monitoring, documentation and periodic review essential.