GPU supply scarcity and uncertainty for AI/gaming professionals

Professionals and enterprises struggle to secure flagship GPUs (like RTX 5090) due to production rumors, supply chain uncertainty, and lack of transparent availability information. Current solutions fail because manufacturers don't provide clear production roadmaps, creating panic buying, price gouging, and project delays for those dependent on high-end computing hardware.