As GPU platforms continue to iterate each year, the buildout of AI infrastructure is accelerating in tandem. For data center operators, cloud service providers, hyperscalers, and large enterprises, the challenge is no longer just building the facility, but rather how to bring computing power online faster while preserving flexibility for future upgrades and expansion.