Customer challenges
1
Deploying and tuning AI across large outdoor public sites is costly and disruptive; it's hard to plan coverage or train for rare events and emergencies using real data alone.
Customer benefits
De-risked, faster rollout; optimized coverage; crowd and emergency scenarios tested virtually; models trained on synthetic edge cases.
Key features
Virtual replica of the site
A virtual replica of the park or public space.
Crowd-flow & event simulation
Simulates crowd flow and events on the site.
Emergency scenario simulation
Simulates emergency scenarios.
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 site; rare events under-represented in training data. | After — with Linker AI Nexa Coverage, crowd scenarios, and AI validated in simulation first, with synthetic data filling the gaps. |