Strong compute · Elastic scale
Edge AI Industry
scene-edge-aiEdge AI Industry head Edge AI boxes across compute tiers for large-model and agent deployments, with M.2 accelerator cards for elastic scale.
Edge AI boxes move inference to where data is born — cutting cloud limits on latency, bandwidth, and privacy. Tiers range from entry ~6 TOPS (e.g. RK3588-class) to higher TOPS Intel Ultra-class platforms, with optional M.2 compute cards for headroom. HEPHRAY custom-builds boxes to compute, I/O, and thermal constraints for edge deployments that can't rely on the cloud alone.
Engineering points
- Multi-tier compute (about 6–180 TOPS class, project-selected)
- M.2 add-in cards for elastic scale
- Built for latency, bandwidth, and environments with data-residency requirements
- High-end custom to model and peripheral lists