The KinetOps Platform

Four integrated components that enable continuous learning at the edge

Platform Architecture

The Scribe

Edge Detection & Capture

Powered by Universal Robots AI Accelerator with NVIDIA Jetson AGX Orin (64GB) and Orbbec Gemini 335Lg 3D camera.

  • ✓ Real-time anomaly detection
  • ✓ RGB-D capture at 30 FPS
  • ✓ 275 TOPS AI performance
  • ✓ < 50ms edge inference

The Forge

Cloud Retraining

Continual learning pipeline that prevents catastrophic forgetting while adding new capabilities.

  • ✓ Domain adaptation
  • ✓ Class-incremental learning
  • ✓ Automatic versioning
  • ✓ Performance tracking

Digital Twin

Validation & Testing

Physics-based simulation using NVIDIA Isaac Sim validates every update before deployment.

  • ✓ Automated regression testing
  • ✓ Safety verification
  • ✓ Performance benchmarking
  • ✓ Edge case stress testing

Synapse

OTA Deployment

Zero-trust encrypted updates deployed directly via PolyScope X.

  • ✓ Zero-downtime updates
  • ✓ AES-256 encryption
  • ✓ Automatic rollback
  • ✓ Fleet-wide deployment