Jerusalem-based Visionary.ai has won the 2026 Edge AI and Vision Product of the Year Award in the cameras and sensors category, the Edge AI and Vision Alliance announced this spring. The recognition lands as the startup’s neural image signal processor (ISP) graduates from demo silicon to mainstream mobile platforms.
A Neural ISP For The Edge
Visionary.ai bills its software as the world’s first fully end-to-end AI ISP pipeline, replacing the hand-tuned blocks — denoise, HDR, white balance, tone mapping — that live inside a traditional image processor with a single learned model. The company says the approach delivers bright, full-colour video in extreme low light and high dynamic range conditions, all without leaning on cloud compute.
Qualcomm, Synopsys, Cadence And NVIDIA Bring The Hardware
The neural ISP is now running natively on Qualcomm Snapdragon Gen 4 platforms, with co-developed integrations also live with Synopsys, Cadence Design Systems, NVIDIA and CEVA. That stack lets device makers slot the model into camera SoCs across smartphones, dashcams, industrial vision systems and automotive ADAS. Earlier this year Visionary.ai also teamed up with Chips&Media on a hybrid AI ISP IP block for licensing into custom silicon.
Why It Matters For Robotics
Low-light perception remains the Achilles heel of mobile robots, drones and humanoid platforms. Better edge-resident video at night and in mixed-light environments is a building block for the next wave of physical AI systems, joining recent edge-compute moves like NVIDIA’s RTX Spark Superchip and Intel’s OpenVINO Physical AI framework in shifting AI workloads off the cloud and onto devices.
Reporting based on coverage from the Edge AI and Vision Alliance, SemiWiki and Visionary.ai.