| Risk | Mitigation | |------|-------------| | On‑device AI is too slow on older devices | Offer “Cloud Boost” as optional paid add‑on; fallback to lightweight models. | | App store competition (Snapseed, Picsart) | Differentiate via privacy + Magic Eraser quality. Launch aggressive ASO (App Store Optimization) with “No cloud required” keywords. | | High development cost for cross‑platform AI | Use ONNX Runtime and shared C++ core; UI layers remain thin. |
| Feature | Benefit | |---------|---------| | | Remove objects, text, or people with one brush stroke. Content‑aware fill powered by local diffusion. | | Smart Lighting | AI detects faces, skies, and shadows to adjust exposure locally — no global washout. | | Background Replacer | Cut out subjects perfectly (including hair and fur) and replace with solid colors, gradients, or AI‑generated scenes. | | Film‑grade Presets | 50+ curated LUTs (Lookup Tables) that respect skin tones. Create and share your own. | | Batch AI Optimize | Apply intelligent denoise, sharpening, and color correction to 500+ photos in one click. | | Privacy First | All AI processing happens on‑device (iOS/Android/desktop) — no cloud upload required. | photoimpression
Some users report that transferring multiple scanned images can be extremely slow, sometimes causing system unresponsiveness. | Risk | Mitigation | |------|-------------| | On‑device
