AI systems—particularly large language models (LLMs), and agentic workflows—introduce a fundamentally new risk surface to modern software systems. This new landscape requires new approaches, new enforcement points, and a new kill chain – one that reframes AI security from the classic approach, and even a “prompt-level” concern, into a system-level governance problem.
