Iterative enterprise security

Not everything will be in place, and attempting to do everything simultaneously will likely lead to failure.

AI is evolving fast, and we cannot be ad hoc, reactive, and siloed. However, we cannot wait for the perfect AI security framework; it will likely be outdated before v1.

Instead, we need to apply an iterative security approach that works concurrently at two levels:

• Top-down with enterprise AI security and governance to establish stable and robust enterprise AI security that’s integrated with the existing GRC. Risk-based prioritization can help build a roadmap for AI enterprise security that’s driven by the CISO with executive support.
• Bottom-up with guardrails for projects to empower teams to explore AI. Guardrails provide guidance and constraints for a project. They are essential contracts and get updated at an evolving maturity level, with checkpoints ensuring adequate coverage. Alignment and guidance are critical...