Edge AI for Industrial Operations
AI-integrated SBC devices, firmware & IoT engineering and AI-software trainings by Tech Monolith.
Edge AI, from silicon to skilled teams
Tech Monolith designs industrial single-board computers with on-board AI acceleration, writes the firmware that runs them, connects them to your data platforms and trains the engineers who operate them.
What We Do, We Do Best!
One partner for the whole chain: hardware hardened for the plant floor, firmware built for long field life, and teams trained to own the system.
Built for places where downtime costs money
Proven deployment patterns across manufacturing, utilities, agriculture and buildings.
Servitor Edge Devices
Monolithic Manufacturing Executive System —Single-board computers with an on-board NPU, isolated field I/O and industrial protocols out of the box.
OT Edge Gateway
An AI-ready SBC placed in front of the OT network. It collects PLC and field-bus data, runs native ML models for anomaly detection and predictive maintenance, and passes only the results to IT.
OT Edge Gateway
Remote Site Gateway
The same OT-edge role for unmanned sites such as pumping stations, substations and solar fields. Runs native ML on site and keeps working through connectivity outages.
Remote Site Gateway
Vision AI Node
Camera-based computer vision beside the PLC on the line: defect detection, counting and safety-zone monitoring, with results written straight back to the PLC.
Vision AI Node
How we work
Discover
A workshop on the process, the data you have and the decision worth automating.
Prototype
A working proof on a Servitor device with your real signals.
Pilot
One line, one site, measured against agreed success criteria.
Production
Rollout, fleet provisioning, documentation and handover.
Support
OTA updates, security patches, RMA and long-term availability.
Academy hands-on training on real hardware
Edge AI, embedded firmware, industrial IoT and applied AI for software teams — public cohorts or in-house for your engineers.
Browse the course catalog- Intermediate Edge AI on SBCs: from model to device
- Intermediate ML on microcontrollers
- Advanced Computer vision for industrial inspection
- Beginner Industrial protocols: Modbus, OPC UA, MQTT
- Intermediate IIoT data pipelines and dashboards
Have a machine that should be smarter?
Tell us about the line, the data and the decision you want automated. We start with a pilot and scale when the numbers hold.