Markets
One Architecture.
Endless Possibilities.
MemryX brings efficient, scalable AI inference to the applications that need it—from intelligent devices and machines to multi-camera systems and edge infrastructure.
Markets
Different products. Different applications. One foundation for AI inference.
From vision systems and robotics to transportation and connected devices, MemryX provides a common foundation for deploying AI across diverse applications, host platforms, and performance requirements.
Current markets
From Inference to Impact.
MemryX accelerates the AI workloads behind intelligent systems across industrial, video, transportation, and embedded applications.
Industrial & Robotics
Bring real-time intelligence to machines, production lines, and autonomous systems with dedicated AI inference at the edge.
Video Management Systems
Scale real-time video analytics across cameras, streams, and models without placing the full inference workload on the host — or the cameras.
Transportation
Power responsive AI for traffic monitoring, roadside systems, mobility platforms, and intelligent transportation infrastructure.
Smart Devices
Add efficient, responsive AI inference to embedded and connected products across a wide range of form factors and host platforms.
Shared capabilities
Different markets. Shared intelligence.
The applications may be different, but many of the AI workloads behind them are the same. MemryX provides a flexible inference platform for the models and pipelines that power real-world intelligence.
Object detection
Identify and locate people, vehicles, products, equipment, hazards, and other objects in real time.
- Industrial
- VMS
- Transportation
- Smart Devices
Classification
Recognize objects, scenes, events, and conditions to drive intelligent decisions at the edge.
- Industrial
- VMS
- Smart Devices
Segmentation
Interpret regions, surfaces, shapes, and boundaries when applications require pixel-level understanding.
- Industrial
- Transportation
- Smart Devices
OCR / LPR
Extract text, identifiers, and license plates for recognition, automation, access, and traceability workflows.
- VMS
- Transportation
- Smart Devices
Pose & safety
Understand posture, movement, behavior, and potentially unsafe conditions through real-time visual analysis.
- Industrial
- VMS
- Smart Devices
Multi-camera analytics
Process multiple streams and execute multiple AI models concurrently, sequentially, or conditionally within complex application pipelines.
- Industrial
- VMS
- Transportation
- Smart Devices
ONE PLATFORM. MANY POSSIBILITIES.
Build around the application.
MemryX provides a common AI inference foundation across models, host platforms, system configurations, and end markets—giving developers the flexibility to build for the application rather than around the accelerator.
AI models & workloads
Detection, classification, segmentation, pose, OCR, transformers, audio, and multi-model pipelines.
MemryX acceleration
Dedicated, scalable AI inference built on a common dataflow architecture and software platform.
Deployment platforms
ARM, x86, and RISC-V hosts across embedded systems, intelligent devices, workstations, and edge servers.
End markets & applications
Industrial automation, robotics, video analytics, transportation, smart devices, and whatever comes next.
One family. Multiple form factors.
Choose the product that fits the system.
The same architecture can be delivered through silicon, M.2 modules, PCIe cards, Raspberry Pi form factors and USB products depending on the host and deployment requirements.
Why MemryX
Built to scale without forcing reinvention.
Low-power inference
Designed to bring meaningful AI capability into constrained edge systems.
Model flexibility
Support a broad range of AI workloads through a common software workflow.
From module to PCIe
Scale from compact embedded deployment to higher-density acceleration.
ARM and x86
Integrate with the host platform that best fits the product or deployment environment.
One Architecture. Endless Possibilities.
Explore the product family or talk to our team about bringing MemryX AI acceleration into your application.
