Security frameworks only become useful when they produce visible controls inside the workflow. Buyers do not need a badge. They need inspectable action limits, approval paths, and evidence.
High-risk actions should never rely on model confidence alone. Add approval and policy layers where the cost of being wrong is material.
Every important action should leave a trail showing input, context, reasoning summary, tool usage, reviewer, and final outcome.
Agents need explicit bounds for tools, destinations, data classes, and execution modes so failures stay contained.