InfiIoT Labs
Engineering claims should survive a physical test.
Each report begins with a failure mode or a tradeoff we can test. Measurements include their conditions, and claims stay labelled until the physical work supports them.
Field insight · flagship
The six failure modes that actually break IoT products
Protocol seams, decision latency, sensor drift, fleet OTA, operator adoption, and offline survival, examined through standards and destructive tests.
Read the field report →Field insight
One meter, three radios: what NB-IoT, BLE and LoRa actually cost you
The same gas meter on NB-IoT, BLE, and LoRa, with power budgets, gateway costs, and recurring fees drawn from a shipped architecture.
Read the field report →What-if
What if a transformer could order its own oil test?
A transformer-pilot thought experiment that follows one health threshold into evidence, approval, and an oil-test work order.
Read the field report →Teardown · in test
Three vibration sensors, one spindle, 30 days
Publication follows the 30-day physical test and includes the measured results.