Applied Engineering, Documented End to End.
Each spotlight below covers one production deployment at the level of detail an engineer would want: what the model actually detects or extracts, and how the pipeline around it was built.
The Pizza Analyzer: Quality Grading at Prep Speed
A computer vision classifier that inspects topping distribution, crust geometry, and bake level in the seconds between assembly and boxing — fast enough to fit inside an existing prep workflow rather than adding a step to it.
SPDR: A Zero-Touch Continuous Inspection Pipeline
Finished components travel vertically on an overhead chain conveyor; the GPU pipeline triggers automatically as each part enters a defined inspection bounding box — no manual capture, no operator involvement.
EEPD: Continuous PPE and Machine Utilization Without Manual Logging
Around heavy bore-machining equipment, a 6-point PPE classifier and a machine-state classifier run continuously in the background — not as a periodic safety walk, but as an unbroken monitoring signal.
TALK TO THE ENGINEERING TEAM
Want to see how a capability like these would be scoped for your specific operational signal? Talk to the team that builds them.