Measure account depth, expansion conversations, and meeting preparation quality rather than activity volume. Activity metrics almost always rise after an AI rollout regardless of whether the rollout is working, because AI is specifically good at producing more activity. The real signal is whether accounts are getting deeper and stickier over time.