AS → OMG → VS Cycle

The canonical statement of the Practice Loop, expressed in three actions: AS predicts. OMG works. VS observes. AS surfaces weakness at pillar, vector, or datapoint granularity, and OMG action selection happens at whichever granularity is most actionable. The cycle is continuous rather than episodic: a brand operating AVO at scale runs all three components in parallel, coordinated through the Quarterly Review.