Score competing studio tooling requests using reach, impact, confidence, and effort.
Pipeline can only take one request this sprint: auto-publish playblasts, cache cleanup, or a review dashboard. RICE = Reach x Impact x Confidence / Effort. The common trap is to prioritize the most visible requester. That can starve high-frequency workflow fixes that quietly cost the studio many hours. Estimate Reach Auto-publish affects about 180 shot publishes per month; cache cleanup affects 25 cache failures; dashboard affects 8 supervisors. Use a defined time window. Reach is not how much someone cares; it is how many people or events are touched. Estimate Impact Playblast automation saves meaningful minutes on every publish, impact…
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