Notes from the floor.
What we're learning building real industrial digital transformation — forklift safety, private wireless, IIoT, the digital worker, and the working digital twin. Plain talk for the people who run the operation, not the people who buy the brochure.
Cold-Chain IIoT That Holds Up at Audit
Continuous condition logging, threshold alerts before excursions, and clean network separation — what GDP, GMP, and 21 CFR Part 11 actually ask of your sensors.
Why Wi-Fi Dies in the Racking — and What CBRS Fixes
Height, steel, and cold rooms are hostile to Wi-Fi. Private LTE/5G on CBRS was built for exactly the environment a warehouse is.
Forklift Safety: Why UWB Beats Cameras and Buzzers
Most forklift–pedestrian incidents happen in the last few feet. Here's why ultra-wideband ranging acts before a camera or a proximity buzzer can.
What a Real Warehouse Digital Twin Actually Looks Like
Not a 3D rendering and not a CAD model — a live operational picture you can query, down to where a single item sits on a pallet.
Why Most Warehouse Digital Transformation Stalls
It's rarely the apps. It's the foundation underneath them — and why software-first projects look great in a deck and never reach the floor.
