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| Phase | Duration | Key Milestones | |-------|----------|----------------| | | 4 weeks | Gather existing metadata, label a sample set for mood/tempo tags, define emoji‑to‑mood mapping. | | 2️⃣ AI Model Development | 6 weeks | Train lightweight classification model (genre, pacing, sentiment); benchmark on‑device latency (< 30 ms). | | 3️⃣ UI/UX Prototyping | 4 weeks | Design mood selector, playlist card UI, micro‑break overlays; conduct usability testing with 20 users. | | 4️⃣ Backend Integration | 5 weeks | Build API endpoints for playlist assembly, download batch creation, and rating sync. | | 5️⃣ Beta Release & Iteration | 4 weeks | Roll out to 5 % of users, collect engagement & feedback, refine model weighting. | | 6️⃣ Full Launch | 2 weeks | Deploy globally, enable parental‑control toggle, start sponsored “Mood‑Boost” pilot. | | Phase | Duration | Key Milestones |