Hailo

Edge AI hardware is a different job from cloud AI software, and Hailo sits firmly on the hardware side.

Hailo is a maker of AI processors, accelerators and vision processors that run deep learning on edge devices rather than in a data center.

The chips target generative AI, perception and video enhancement, and they handle complex neural networks that smaller edge parts often struggle with.

The pitch centers on low power draw and cost-efficiency, which matters when a camera, vehicle or embedded box has a tight energy budget.

Hailo offers a range of accelerators and vision processors, so you can pick a part that fits the device you are building instead of one size for everything.

For developers, Hailo provides a platform with tools and support, and the company describes it as stable and well thought out.

Expect to work with hardware and an SDK, not a hosted app.

The company also says it focuses on privacy and security, which is a natural fit for on-device processing.