Building future-proof AI storage requires more than just speed. It demands a holistic approach that integrates scalable economics, dynamic adaptability, and sustainable operations. Each pillar reinforces the others: sustainable economics ensures data can grow economically at scale; dynamic adaptability enables storage to respond intelligently to ever-changing AI workloads; and sustainable operations make that growth environmentally and financially viable.