Six points. One thesis: removing the deployment bottleneck is the shortest path between purchased credits and burned credits.
Credits burn on two things: data activation after harmonization, and agent/AI actions. Neither happens until Data Cloud is live. Manual 3-step Data Kit work is what's holding the meter still.
Alpha customers cut Data 360 deployment cycles from weeks to hours. Every sprint that ships is a sprint of activation, segmentation, and agent invocation actually consuming credits.
Teams stop waiting for an entire DMO to be perfect. Ten developers can each ship the three fields they have ready โ no blast-radius standoff, no frozen sprint, no idle credits.
The commit screen flags missing connectors and out-of-sequence components before deploy. Fewer 2 a.m. failures, fewer rollbacks, fewer weeks lost to troubleshooting cryptic Job Failed errors.
Git-backed user stories, pipeline promotions, audit trails. Regulated customers can scale Data 360 usage without governance risk โ which is what unlocks the kicker beyond Year 1.
Included in Agentia Pro. PS pre-buy holders get standalone Data 360 setup with no incremental license. There is no reason a stalled credit account shouldn't be running this today.