Hardware Form / Computer Vision
Direct engineering + manufacturing

Computer Vision

Camera and vision systems engineered from optics through edge inference and production calibration.

01

Optics and sensors

Integrated into one accountable product development and manufacturing program.

02

Image pipeline

Integrated into one accountable product development and manufacturing program.

03

Inference deployment

Integrated into one accountable product development and manufacturing program.

04

Calibration

Integrated into one accountable product development and manufacturing program.

Engineering decisions that survive production.

Hardware Form works across technical disciplines and manufacturing operations so product decisions remain connected to validation, cost, quality and scale.