Satellite data from Epoch.ai tracks 17 frontier sites to monitor AI infrastructure growth. SemiAnalysis complements this with hyperscaler self-build and colocation forecasts through 2028. These datasets reveal the physical scale of compute clusters. Practitioners can now map hardware deployment timelines against model training requirements to predict future capacity bottlenecks.