As automation advances, AI and robotics are moving out of labs and into the real world—factories, warehouses, hospitals, and even homes. These systems demand embedded platforms that are powerful, compact, and reliable. System on Modules (SoMs) are emerging as the ideal compute engines at the heart of edge AI and robotic solutions.
At Calixto Systems, our SoM families are built to support high-performance edge computing while offering modularity, scalability, and real-world ruggedness—making them a perfect fit for the next generation of intelligent machines.
Why AI/ML and Robotics Require Smarter Embedded Platforms
AI-powered robotics and vision systems must process data in real-time, interact with the physical world, and operate independently—often in constrained environments. These use cases require embedded systems that offer:
High compute performance
Hardware-accelerated ML or GPU support
Flexible I/O for sensors, motors, and cameras
Reliable operation under power and thermal constraints
Calixto’s SoMs address all of these needs.
Use Cases: SoMs in AI/ML and Robotics
Edge AI Inference Devices
SoMs based on platforms like NXP i.MX8M Plus (with integrated NPU) or Renesas RZ/V series (AI accelerator) enable real-time inference for:
Object detection and classification
Face recognition or license plate reading
Audio command processing at the edge
These are used in surveillance, retail automation, healthcare, and industrial inspection.
Autonomous Mobile Robots (AMRs) and AGVs
Our SoMs serve as the core compute unit for mobile robotic platforms, enabling:
Sensor fusion (LiDAR, IMU, vision)
SLAM (Simultaneous Localization and Mapping)
Path planning and motor control
Wi-Fi, 4G, and CAN-based communication
Perfect for warehouse automation, hospital delivery bots, and floor-cleaning robots.
Robotic Arms and Cobots
Calixto SoMs are used to process real-time motion control, kinematics, and feedback systems in collaborative robots used in:
Assembly lines
Medical labs
Precision agriculture
SoMs offer deterministic interfaces and real-time extensions like PRUs (Programmable Real-time Units) for time-critical actuation.
Vision-Based Inspection Systems
Industrial cameras + AI = smart quality control. SoMs with GPU or camera interface support power:
Defect detection in manufacturing
Barcode/QR code reading
Product classification or counting
Edge analytics in production lines
AI in Micro-Mobility and Smart Transport
Facial recognition for authentication, gesture control, ride data processing, and predictive maintenance—Calixto SoMs bring AI to:
E-scooters and bikes
Smart helmets and dashboards
Autonomous delivery units
Why Calixto SoMs Are a Great Fit for AI & Robotics
- GPU / NPU Support
Select SoMs feature hardware accelerators (e.g., NXP i.MX8M Plus with NPU or RZ/V series with DRP-AI) to offload inference workloads from the main CPU. - High-Speed Interfaces
Support for MIPI-CSI (camera), USB 3.0, Gigabit Ethernet, and PCIe—essential for cameras, sensors, and external accelerators. - Customizable I/O via Carrier Boards
Tailor your robotic or AI edge system with custom carrier boards supporting motor drivers, industrial I/O, or display interfaces. - Edge-Ready Design
Built to operate in real-world conditions with wide temp support, industrial-grade components, and compact footprints. - Software Flexibility
Supports Linux, TensorFlow Lite, PyTorch, OpenCV, ROS (Robot Operating System), and containerized deployment via Docker.
Platform Options from Calixto
TINY Family – Ultra-compact SoMs for portable and wearable AI applications
VERSA Family – Versatile SoMs for robotics, industrial AI, and connected edge devices
OPTIMA Family – High-performance SoMs for complex vision and inference use cases
STAMP Family – General-purpose SoMs with rich I/O and connectivity
Accelerate Your AI and Robotics Journey
From real-time motor control to vision-based analytics, Calixto’s SoMs offer the flexibility, performance, and ruggedness required for AI and robotic applications in the field.
