AI cloud infrastructure provider Nscale has filed to go public, becoming the latest neocloud company to tap public markets amid surging demand for specialized AI computing resources. According to regulatory documents, the filing positions Nscale to capitalize on enterprise AI adoption driving billions in infrastructure spending. Enterprise spending on AI infrastructure has skyrocketed 340% year-over-year, with companies seeking specialized computing resources to train and deploy large language models, while traditional cloud giants like Amazon Web Services and Microsoft Azure have struggled to meet demand. Nscale's IPO puts it in direct competition with other AI-focused infrastructure companies that have recently gone public or announced plans to do so. The neocloud market has attracted billions in investment as enterprises seek alternatives to hyperscale cloud providers, with neoclouds designing their entire stack around AI workload requirements from GPU allocation to data pipeline optimization to model serving infrastructure. According to industry analysts, the AI infrastructure market is projected to reach $247 billion by 2027, with specialized cloud providers capturing an increasing share. The IPO reflects broader confidence in the AI market's sustainability as enterprise adoption accelerates across industries from healthcare to financial services to manufacturing, with companies moving beyond experimentation to production deployments.