Bolly4u.me < Windows >

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| Problem | Solution | |---------|----------| | Users forget movies they want to see later, leading to frustration & churn. | A persistent Watch‑Later list keeps everything in one place, across devices. | | Generic “Top 10” sections feel irrelevant for niche fans (e.g., classic 90s dramas, indie thrillers). | AI‑driven recommendations raise engagement, watch‑time, and perceived value. | | New releases often get lost in the sea of content. | “Trending for You” surfaces fresh titles that match the user’s profile, boosting discovery. | bolly4u.me

| Phase | Person‑days | |-------|--------------| | UI mockup & component dev (React) | 3–4 | | API endpoints (watch‑later, recommendations) | 4–5 | | DB schema & migrations | 1–2 | | Recommendation model (baseline) | 5–7 | | Cache integration + fallback logic | 2 | | QA + bug‑fixes | 3 | | | ≈ 18–23 person‑days (≈ 3 weeks for a 2‑person sprint) | | | Phase | Person‑days | |-------|--------------| |

| Feature | Value Add | |---------|-----------| | – “I’m watching X, add to your Watch‑Later” via WhatsApp/Telegram. | | Smart notifications – push/email when a Watch‑Later title becomes available in 4K or gets a new subtitle track. | | AI‑generated short synopsis for each carousel tile (using GPT‑4‑style summarizer). | | Multi‑language subtitle toggle directly from carousel hover. | | Gamification – earn “Bolly Points” for adding items, rating, and completing movies. | and completing movies. |