Nscale, Figure sign multi-year GPU deal; Nscale to invest

This deal signals a deepening convergence between AI infrastructure and capital markets, as compute providers increasingly take equity stakes to secure long-term demand. The scale—up to 100,000 next-gen GPUs and a multi-billion-dollar commitment—underscores how hyperscale AI buildouts are becoming anchor tenants for regional data center development, with Texas emerging as a key node. For industry watchers, the open question is whether such equity-linked compute agreements become the norm, reshaping how AI capex is financed and how GPU supply is allocated. The multi-year horizon also suggests that leading-edge hardware demand is being locked in well ahead of availability.