Starting point
Video production teams were losing days getting feedback to the right people. Twelve interviews across two studios showed the problem wasn't review quality but access: who needed to see what, and when. I designed three AI features to close that gap: tagging footage, comparing versions, and routing reviews.
Outcome
A review workspace where the AI does the sorting but people stay in charge. It shows how sure it is, and it asks before anything reaches another person. After four rounds of usability testing, editing cycles were 65% faster and task completion reached 92%.




