IoTAI Automation
Temp Hub: IoT Automation Software
IoT automation for temperature-critical environments — alerting and compliance logs.
DisciplinesIoT · AI Automation
Our roleDesign, build, release
Technologies
MQTTEdge runtimeOTA updatesFleet telemetry
Python
PyTorch
MQTTEdge runtimeOTA updatesFleet telemetryPythonPyTorch
Temp Hub
The challenge
What was in the way.
Temp Hub needed iot and ai automation work delivered as one system rather than split across vendors — ioT automation for temperature-critical environments — alerting and compliance logs.
Disciplines in scope
Hardware—
Firmware / IoTIn scope
AI / MLIn scope
Web & mobile—
How we built it.
We restated the brief as constraints — power, latency, cost, compliance — and named the ones that conflicted. A working slice through the riskiest layer was signed off first, then built out in two-week increments with one demo each, reviewed against the same engineering standard across hardware and software.
01Technical discovery
02Architecture & prototype
03Build & iterate
04Deploy & hand over
One team accountable for the whole stack, not a slice of it
A working prototype before the roadmap was fixed
Performance and reliability held to spec under real load
A handover the client's own team could carry forward
01Shipped
Delivered to production and still maintained by the team that built it.02Tested
One test matrix across hardware, firmware and interface — no gaps between layers.03Documented
Runbooks, monitoring and escalation handed over with the system.04Scaled
Grew with usage without re-architecture or a second rebuild.