Operational previewLive, durable, planning and unavailable states must remain visually distinct.
Unit economics & portfolio discipline

Economics

Accepted-output economics, reuse savings, provider efficiency and North-Star value without fixture numbers masquerading as live data.

no live sample
Cost / accepted second
Awaiting real generation
unavailable
First-pass acceptance
Awaiting Golden Shot
unavailable
Asset reuse savings
Awaiting production reuse
unavailable
90-day quality watch hours / $
Awaiting published cohorts
unavailable
Generation

Optimize accepted output

Track attempts, generated seconds, accepted seconds, latency and provider/model cost. Cheap rejected output is not efficiency.

Reuse

Count avoided spend

Attribute savings from approved character assets, EnvironmentPacks, anchors, edits, extensions and derivative renditions.

Portfolio

Quality before volume

Budget and throughput decisions must respect safety/quality floors and the 90-day quality-watch-hours-per-production-dollar North Star.

Evidence gate

When this page becomes live

policy

Populate live economics only from persisted generation attempts, accepted output provenance, publication cohorts and monetization attribution. Forecasts/plans remain visibly separate from observed values.