// IoT
EDGE AI
Why we run ML on a $90 gateway instead of a $30k GPU
Quantized vision models hit 96% of full-precision accuracy at 40x lower latency. A field tour of how we choose hardware.
May 30, 2026
// Research
Field notes from the edge.
Practical writing for controls engineers, plant IT, and the executives funding industrial digital transformation.
// IoT
INDUSTRIAL IOT
MQTT Sparkplug B for brownfield: lessons from 7 plants
How we migrated a 1980s Modbus plant to Sparkplug without a forklift upgrade. The exact tag-mapping pattern.
May 21, 2026
// IoT
DIGITAL TWIN
When the twin lies: drift detection for live models
Twin fidelity decays the moment a maintenance crew swaps a sensor. Three drift checks every operational twin needs.
May 12, 2026
// IoT
PRIVATE 5G
Slicing for AGVs: deterministic networks for fleets that move
Why CBRS PAL with QoS slicing outperforms Wi-Fi for autonomous mobile robots in warehouses over 200k sq ft.
May 4, 2026
// IoT
SMART CITY
Sensor procurement for cities: a cheat sheet
Forty mistakes municipal IT teams make when buying outdoor sensor fleets. Hardware, networks, vendor lock-in.
Apr 24, 2026
// IoT
SECURITY
IEC 62443 in plain language for IT teams
OT security frameworks read like UN treaties. Here is the practical translation for a CISO with manufacturing operations.
Apr 16, 2026