Customer challenges
1
Deploying and tuning AI on a live line is disruptive and risky; it's hard to plan camera coverage or train models for rare events using real data alone.
Customer benefits
De-risked, faster rollout; optimized coverage; models trained on synthetic edge cases; changes tested virtually before touching the floor.
Key features
Virtual factory replica
A virtual replica of the factory.
Scenario simulation
Simulates operating scenarios in the virtual factory.
Camera & AI coverage planning
Plans camera placement and AI coverage before deployment.
Synthetic data generation
Generates synthetic training data from simulated scenes.
Sim-to-Real validation
Validates models in simulation before applying them to live feeds.
Before & after
| Before | After — with Linker AI Nexa |
|---|---|
| Before Trial-and-error camera placement and AI tuning on the live line; rare hazards under-represented in training data. | After — with Linker AI Nexa Coverage and AI validated in simulation first, with synthetic data filling the gaps, for a smoother and faster deployment. |