Nscale, an AI data center company, has lost its only major client, Microsoft, jeopardizing its IPO and financial future. After another firm, Firmus, also canceled its IPO, the sector faces challenges in delivery and funding due to stressed supply chains for construction and power. Investors need to be cautious about equating large orders with actual success in this troubled market.