Customer challenges
1
Testing layout changes or new AI on a live store is disruptive and risky; it's hard to plan coverage or train models for rare events using real data alone.
Customer benefits
De-risked, faster rollout; optimized layouts and coverage; models trained on synthetic edge cases; changes tested virtually before the floor.
Key features
Virtual store replica
A virtual replica of the store.
Layout & planogram simulation
Simulates layout and planogram changes before rollout.
Customer-flow simulation
Simulates customer flow through the store.
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 layout and camera placement on the live floor; rare events under-represented in training data. | After — with Linker AI Nexa Layouts, coverage, and AI validated in simulation first, with synthetic data filling the gaps. |