AI Infrastructure Has a Data Problem—And the Industry Knows It

For years, the AI conversation has been dominated by compute. Faster GPUs. Larger clusters. More powerful training environments. But as AI moves from experimentation into continuous, production-scale deployment, the industry is beginning to confront a different reality: AI is fundamentally a data systems challenge. Every AI workflow continuously generates new data, training datasets, inference logs, […]