scenario	skus	accepted_assets_per_sku	acceptance_rate	fixed_external_cost_usd	software_and_credits_usd	prep_minutes_per_sku	generation_minutes_per_attempt	review_minutes_per_attempt	correction_minutes_per_accepted_asset	publishing_minutes_per_accepted_asset	burdened_hourly_rate_usd	eligible_sessions	contribution_per_incremental_order_usd
Conventional studio	40	4	0.90	7200	200	15	0	4	8	4	45	50000	40
AI-assisted production	40	4	0.45	800	150	20	2.5	4	8	4	45	50000	40
Hybrid source capture + AI scenes	40	4	0.72	2500	120	20	1.5	4	6	4	45	50000	40