As enterprises move from AI experimentation to execution, data is emerging as the primary constraint on scale. Fragmented systems, unclear ownership, and weak governance are limiting outcomes.

This conversation explores why AI success depends on data discipline, orchestration, and treating data as a core enterprise asset.