01 / Scope the vision task
Define defects, operating conditions, camera coverage, cycle time, and measurable success criteria.
One-stop adoption
Not a model handoff.
An operating system for vision.
LinkAI owns the path from consulting and data design through deployment and maintenance, making advanced vision practical for small and mid-sized manufacturers.
02 / Build the learning set
Use real and synthetic imagery to cover the long tail without waiting months for rare defects.
03 / Deploy to your environment
Run on-premise edge, managed cloud, or hybrid—and keep your existing camera investment where it fits.
04 / Improve in production
Monitor false calls, retrain on new variants, and maintain auditable performance over time.
READY TO SCOPE THE FIRST LINE?