Positioning
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.
Constraints
Multi-tier compute (about 6–180 TOPS class, project-selected) M.2 add-in cards for elastic scale
Engineering
Built for latency, bandwidth, and environments with data-residency requirements. Custom-developed to the model and peripheral list.
Delivery
We deliver a board or system built to your cabinet and delivery window — not an off-the-shelf model.
Next step
Tell us about the cabinet, the duty hours, and the cabling already installed — and our solutions team will recommend a fit. Email sales@hephray.com or Product@hephray.com.