Industrial IoT

We connect machines to a telemetry pipeline over MQTT or CoAP, with fleet management and over-the-air updates so devices already in the field stay patchable.

Start a Project
  • MQTT / CoAP Protocols
  • Fleet Management
  • OTA Updates
Connected factory machines with an operator control screen

What problem does this solve?

Devices that ship without a way to report back or receive updates. Once a few hundred are installed, every bug becomes a site visit.

What do we set up?

  • Telemetry over MQTT or CoAP, sized for the data rate your sensors produce
  • Fleet management: which device is where, on which firmware, and whether it is healthy
  • Over-the-air updates with a rollback path, so a bad release doesn't brick the fleet

How does it connect to the rest of your stack?

The pipeline ends in a server and dashboard you own. We usually build that side too; see backend and API.

Other services

Embedded AI

Constraint-Aware Model Optimization. Lossless INT8/FP16 quantization, weight pruning, and hardware-accelerate…

Robotics & Control

Deterministic Motion Planning. Real-time state estimation, 6-DOF trajectory generation, and closed-loop contr…

Computer Vision

Edge-Native Vision Intelligence. Low-latency object detection, semantic segmentation, and vision pipelines.

Backend & API

High-performance servers to manage your device fleet. Built with Django / FastAPI.

Ready to build something real?

Tell us the hardware, the constraint and the deadline. You'll talk to the engineer who'd do the work.

Start a Project