Unfiltered takes on where data center infrastructure is headed, what it means for operators, and what to do about it.
For most of the last three years, the data center industry has been focused on one thing: training clusters. The massive, power-hungry facilities designed to ingest the internet and teach a model. Build big, find cheap land and cheap power — preferably somewhere nobody minds a 200MW substation, and let it run.
As AI and real-time processing collide with the laws of physics, the centralized datacenter model is reaching its breaking point. For most of the last decade, the Cloud meant a handful of hyperscale campuses in Tier 1 markets — Northern Virginia, Dublin, Singapore — where economy of scale was the only number that mattered. Build big, build central, let the fiber do the work.
For decades, the data center industry operated on a linear growth curve. A “standard” enterprise rack drew 5kW; a “high-density” one drew 10kW. If you built a facility with raised floors and massive CRAH (Computer Room Air Handler) units, you were set for a fifteen-year lifecycle—give or take.
Now everything has changed.
