TensorOne delivers a unified edge‑vision platform that combines advanced computer‑vision algorithms with low‑power, deterministic hardware accelerators, enabling sub‑50 ms inference on 1080p video streams directly on the device.
Funding
Funding not disclosed
Founders
Product
Problem
Industrial and security systems increasingly rely on visual data to guide autonomous actions, but existing vision solutions often require high‑latency cloud processing or separate hardware and software stacks, limiting real‑time responsiveness and increasing integration complexity.
Solution
TensorOne provides a unified platform that couples advanced computer‑vision algorithms with edge‑optimized hardware, delivering real‑time visual perception directly on the device. The software stack includes pre‑trained models for object detection, defect inspection, and scene understanding, while the hardware accelerators are designed for low power consumption and deterministic latency. By processing video streams at the edge, the platform eliminates network round‑trip delays and enables immediate actuation for robotics, manufacturing inspection, and security monitoring. An open API and modular SDK allow customers to embed vision capabilities into existing control systems without extensive custom development. The combined solution supports continuous operation in harsh industrial environments, maintaining high accuracy under varying lighting and motion conditions.
Target Audience
Primary customers are robotics manufacturers, industrial automation providers, and security system integrators that require on‑device visual intelligence for inspection, navigation, or monitoring tasks.
Features
- Edge‑optimized vision processors with GPU/TPU acceleration for sub‑50 ms inference on 1080p video
- Pre‑trained and customizable computer‑vision models for defect detection, object tracking, and anomaly monitoring
- Real‑time data pipeline with deterministic latency guarantees and low‑power consumption
- Unified software‑hardware SDK offering C++, Python, and ROS interfaces for seamless integration
- On‑device firmware updates and remote diagnostics through a secure OTA mechanism
- Ruggedized hardware enclosure rated for industrial temperature ranges and vibration