| Risk | Impact | Mitigation | |------|--------|------------| | → irrelevant recommendations | User churn | Continuous bias‑audit pipelines, human‑in‑the‑loop feedback. | | High CDN cost for live streams | Cost overruns | Use multi‑CDN with edge‑caching; negotiate volume discounts; fallback to lower bitrate during spikes. | | Regulatory changes (e.g., NFT legality) | Legal exposure | Modular NFT module, easy toggle for regions, legal counsel review per market. | | Creator burnout (over‑exposure) | Reputation damage | Implement “Wellness Mode” – limit push notifications, provide analytics on workload. | | Data breach | Trust loss | Zero‑trust architecture, regular pen‑tests, bug‑bounty program. |
| | What the user gets | Business impact | |----------|------------------------|----------------------| | Instant, high‑quality video publishing | Creators upload, edit, and publish in seconds from any device. | Faster content pipeline → higher volume of videos → more ad‑impressions. | | Personalised discovery powered by AI | Viewers see a constantly‑refined feed that matches their tastes, mood, and context. | ↑ Session length & retention → higher subscription/ads revenue. | | Community‑first interaction | Real‑time reactions, collaborative playlists, and “Live‑Co‑Create” sessions. | Stronger creator‑fan bonds → lower churn, premium upgrades. | | Monetisation on the creator’s terms | Tiered revenue streams – ads, tips, merch, NFT clips, and subscription bundles. | Diversified income → attracts top talent. | | Privacy‑by‑design | End‑to‑end encrypted uploads, granular data‑sharing controls, and transparent policies. | Trust → compliance with GDPR/CCPA & brand reputation. | skyla novea videos