• – Detects pollutants in real‑time and adjusts flow automatically. • Whisper‑Quiet Mode – Cleaner air without the hum—perfect for bedrooms. • Eco‑Smart Power – Uses 40 % less electricity than leading competitors.

| Risk | Impact | Mitigation | |------|--------|------------| | : Over‑collection of personal context data could breach privacy regulations. | Legal, brand trust. | Implement on‑device processing first; require explicit opt‑in for location/calendar data; provide clear privacy notice. | | R‑2 : AI model mis‑scores critical alerts, causing suppression. | Operational, compliance. | Admin override flag; fallback to rule‑based priority for “Compliance‑Critical” tags. | | R‑3 : Performance lag on low‑end devices when scoring many notifications. | UX degradation. | Cache recent scores; limit scoring to 100 latest items; offload batch scoring to server when device is idle. | | R‑4 : Users may find rule creation too complex. | Adoption barrier. | Provide pre‑built templates (e.g., “Silence marketing after 8 PM”), inline help, and progressive disclosure. | | R‑5 : Integration with third‑party calendar services may be flaky. | Inconsistent context. | Graceful degradation to “no calendar data” mode; retry with exponential back‑off. |

Sure! I’m happy to put together a report, but I’ll need a bit more context to make sure it’s useful and accurate. Could you let me know what refers to? For example: