Phase 2: Infrastructure Deployment

Building the High-Throughput Backbone for AI Validation.

LUSTRE-GPFS | NVME-STORAGE | AI-CLUSTERS

Deploying Massive Compute Power

Autonomous welding generates gigabytes of visual data per second. Phase 2 involves the physical deployment of an HPC fabric to handle these streams with sub-millisecond latency.

  • Sensor Layer Integration: Installation of HDR cameras and laser scanners directly on the torch assembly.
  • Processing Layer Deployment: Setup of GPU clusters specifically tuned for Seam Tracking and Penetration Control algorithms.
  • Storage Fabric: Integration of Lustre GPFS to store every frame of the weld process for 100% digital documentation and legal compliance.