What is MuseBox
A high-performance programmable gateway for real-time Edge AI.
MuseBox is a firmware and software framework built as a high-performance gateway for Edge AI and real-time processing. It provides the runtime and orchestration layer needed to run complete AI pipelines on embedded platforms, locally, at the edge.
Where MuseBox Fits
The ecosystem
Data Sources
Sensors, cameras, imaging systems, industrial systems, and live signals feeding the pipeline.
Embedded Systems
Local hardware for high-performance processing and real-time inference at the edge.
Cloud Infrastructure
Optional connectivity for hybrid workflows, telemetry, and remote management.
Hardware Targets
Architectures
Enclustra SOM
Engineered for absolute performance
Core Capabilities
Low-latency local processing for embedded applications that need fast, reliable output.
Streaming data processing without high-latency batch workflows. Continuous insights at the source.
End-to-end management of data acquisition, preprocessing, inference, and scheduling.
Full compatibility with industrial sensors, cameras, actuators, and hardware accelerators.
Native integration with enterprise and robotics protocols including ROS, MQTT, and ZMQ.
Optional connectivity with AWS and Azure when the project calls for hybrid edge-to-cloud logic.
Where MuseBox Works
Designed to sit between data sources and actuators,
MuseBox scales across diverse mission-critical industries.
Smart City
Distributed analysis from cameras and sensors for traffic, events and infrastructure monitoring.
MuseBox runs the analysis locally, on the embedded hardware near the source, and orchestrates the full pipeline from acquisition to result. The city acts on insights and not on raw streams.
Medical & Ultrasound
Embedded pipelines for medical imaging and signal analysis, with AI-assisted output directly on the device.
MuseBox orchestrates embedded pipelines for imaging and medical signals, from data acquisition to AI-assisted analysis and immediate output on the device.
It helps medical and imaging teams integrate AI into device-side workflows without building the full processing and orchestration layer from scratch.
Industrial Inspection
Machine vision, anomaly detection, quality control and process monitoring in real time.
MuseBox runs the full inspection pipeline at the edge, on embedded systems close to the production line.
It orchestrates acquisition, preprocessing, inference, post-processing and output, so detection and decisions happen where the product is.
Defence
Real-time processing of sensor and video streams for situational awareness and fast decision support in disconnected environments.
MuseBox processes sensor and video streams in real time, locally, and orchestrates the pipeline that turns raw signals into situational awareness.
Robotics
Live sensor input, low latency and multi-model coordination for robotic systems with native ROS integration.
MuseBox supports robotic systems with live sensor input and low latency processing, and coordinates several AI models at once inside the same framework.
Build your Edge AI application on a framework, not from scratch.
MuseBox orchestrates the full data, AI, and output flow in real time. Deploy faster across defense, medical, smart city, industrial, and robotics.