Use Cases

Where Simvera Deploys.

Industrial environments where AI-powered perception matters most. Live today on a factory floor; planned next for tunnels and automotive.

01 / Primary deployments
ACTIVE — Live pilot

Smart Factory Floor Monitoring.

  • Detect hazard objects (cones, barriers, spills) in real-time
  • Map detections to floor coordinates for zone alerts
  • Enable safe robot navigation through obstacle awareness
  • Integrate with 5G / UWB localization infrastructure
No hardware changes needed — works with existing IP cameras.
PLANNED — 2026

Tunnel Safety & Vehicle Awareness.

  • Obstacle detection in GNSS-denied environments
  • Vehicle localization support via camera perception
  • Emergency object detection (debris, stopped vehicles)
  • Complement 5G mmWave positioning with visual confirmation
Builds on the same synthetic-data pipeline — new environment, same system.
02 / Scalability

One Pipeline. Any Object. Any Environment.

Every class below runs through the same render → train → deploy loop. Today one is live, the rest are queued — adding a new one is a 3D model away.

Traffic Cones
Live · cam-04
Barriers
Queued · q1 ’26
Forklifts
Queued · q2 ’26
Warning Signs
Queued · q2 ’26
Spill Markers
Queued · q3 ’26
Open Panels
Queued · q3 ’26
Pallets
Queued · q4 ’26
Fire Extinguishers
Queued · q4 ’26
Adding a new object class requires only a 3D model. The simulation, training, and deployment pipeline stays the same.
03 / Market opportunity

Market Opportunity.

Three growing markets meet at the same problem: making industrial cameras intelligent without the data-labeling tax. That intersection is where Simvera lives.

Industrial AI vision
by 2028
$15B+
Detection on the factory floor
Visual perception for safety, defect detection, and autonomy. Growing fast — but every deployment hits the labeling wall.
Digital twin
by 2027
$73B
Simulation of the physical world
Photoreal simulators (Omniverse, CARLA) are already the substrate. We turn them into a training-data factory.
Factory safety compliance
2024 →
Regulatory pressure
EU AI Act · machinery regulations
Operators are being pushed to monitor more, document more, and react faster. Camera-based perception is the only way that scales.
Simvera sits at the intersection of all three.