Oppo's Multi-X team released X-OmniClaw, an open-source agent that taps into the camera, screen, and voice to get things done in real Android apps, all without routing through a cloud copy of your phone.
In the technical report, Oppo's AI Center draws a clear line between its approach and cloud phone platforms like RedFinger, Alibaba's Wuying, and Tencent Cloud Phone. Those services run agents inside virtualized Android instances in a data center. That means they can't touch local sensors, cameras, or private data.
X-OmniClaw takes the opposite route. It runs directly on the physical Android device. Core logic for perception, control, and app interaction all live on the phone itself. A cloud language model only gets called in as "fuel" for higher-level reasoning when needed, the report says. It doesn't name the specific local models involved, but it does list components like an on-device grounding model and OCR for detecting tappable UI elements.
X-OmniClaw's full architecture runs on-device. Cloud models only provide "fuel" for complex reasoning, according to Oppo. | Image: Oppo
Camera, screen, and voice feed into a single pipeline
