Organizations will not be judged on whether they used AI. They will be judged on whether they knew what they were doing with its outputs.
Non-deterministic systems made output generation easy.
They made knowledge legitimacy unclear.
We built governance infrastructure to qualify,
audit, and constrain the use of those outputs.