MemryX Expands Cascade Platform with New Edge AI Accelerators

MemryX has expanded its Cascade deployment platform with three new products built on its MX3 accelerator architecture, announced in a press release. The new accelerators aim to support AI deployment across embedded systems, edge devices, and high-density edge server infrastructure. The products were introduced at Automate 2026 in Chicago.

The Cascade 100P PCIe Accelerator is designed for edge server environments and multi-camera AI applications. It features a 16-chip MX3 array that supports parallel inference on hundreds of video streams. The single-slot, passively cooled card integrates into standard servers to deliver high compute density without additional thermal or power constraints.

The Cascade 100U USB Accelerator connects through USB Type-C and includes two MX3 processors. It allows developers to add AI acceleration to existing systems or quickly prototype AI vision applications without redesigning hardware.

The Cascade 100R Raspberry Pi HAT+ provides hardware-accelerated AI inference for the Raspberry Pi ecosystem. It uses two MX3 processors connected through PCIe and can be cascaded for larger deployments. All three devices are supported by the MemryX Developer Hub, which provides a unified software environment for compiling and deploying AI models across MX3 products.