Each Cyberwave feature solves a specific problem that teams hit when deploying robots.
Remote Access & Control
Problem: Robots are deployed in facilities you can't easily access. SSH and VPNs are painful.
Solution: Every connected robot is accessible from the Cyberwave dashboard. See live video, send commands, and debug issues from anywhere.
Digital Twins & Visualization
Problem: You can't see what the robot is doing without being physically present.
Solution: Real-time 3D visualization synced with telemetry. Watch joint states, end-effector positions, and sensor data in your browser.
Simulation-First Development
Problem: Testing on hardware is slow and risks damage.
Solution: Run the same code against simulated twins. Validate missions, catch collisions, and regression test before touching real robots.
Fleet Deployment
Problem: Updating 100 robots means SSH-ing into 100 machines.
Solution: Push code, configurations, and ML models to your entire fleet at once. Roll back instantly if something goes wrong.
Safety Enforcement
Problem: A bug can send dangerous commands to motors.
Solution: Cyberwave's safety layer enforces velocity limits, geofencing, and emergency stops—regardless of what your code does.
Data Capture & ML
Problem: Collecting training data from robots is manual and unstructured.
Solution: Automatic episode logging linked to missions. Export datasets for training. Track which model version runs on which robot.
Workflow Automation
Problem: Integrating robots with business systems (MES, ERP) requires custom code.
Solution: Built-in workflow engine for composing automation. Trigger missions from external events, report status back to your systems.
API-First
Every feature is accessible via REST, MQTT, or WebRTC APIs. Build your own control interfaces, integrate with existing tools, or let Cyberwave's dashboard handle everything.