Positioning

QWX Systems is a technical R&D and engineering initiative focused on applied AI systems, computer vision, high-load backend infrastructure, and inference efficiency.

RSMA Research Track

RSMA is an experimental external associative memory sidecar for Transformer-hosted AI systems. Current status: Controlled PoC. Executive Summary available upon request.