Operational previewLive, durable, planning and unavailable states must remain visually distinct.

Performance

Measure what changes decisions

Compare assets against relevant format/language/runtime/category baselines instead of one universal view target.

D1 Launch health

Snapshot → analysis → decision record.

D3 Packaging / early retention

Snapshot → analysis → decision record.

D7 Winner / revise / hold

Snapshot → analysis → decision record.

D14 Trajectory

Snapshot → analysis → decision record.

D30 Canonical learning

Snapshot → analysis → decision record.

D90 Long-tail/IP value

Snapshot → analysis → decision record.

Management scorecard

North Star System

Primary quality-watch-hours-per-dollar metric plus retention, engagement, completion, rewatch and viewer-to-fan conversion.

Open North Star Business & finance

IP Economics

Revenue mix, contribution margin, payback, IP ROIC, capacity economics, licensing, partnerships and financial scenarios.

Open Business IP analytics

Character Portfolio

Compare mascot roles, character versions, moment-level retention, pairings, voice/TOV tests and production economics.

Open Characters Production economics

Model Performance

Benchmark every connected generation model on approved 10-second cost, latency, retries, quality, human effort and profitability.

Decision rule

No fake winner

Model, character, format and business rankings require matched cohorts, sample size and uncertainty. Raw views, raw generation price or headline revenue never decide capital allocation.