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.

Pernyataan kanonik dari AVO Practice Loop, diekspresikan dalam tiga tindakan: AS predicts. OMG works. VS observes. AS mengungkap kelemahan pada granularitas pillar, vector, atau datapoint, dan pemilihan tindakan OMG terjadi pada granularitas yang paling dapat ditindaklanjuti. Siklus ini bersifat kontinu, bukan episodik: sebuah merek yang menjalankan AVO dalam skala besar menjalankan ketiga komponen secara paralel, terkoordinasi melalui Quarterly Review.