Qiming Venture Capital Releases 2026 AI Outlook, Predicts Key Breaktaks in Infrastructure and Enterprise Efficiency

According to Qiming Venture Capital, the firm released its 2026 AI outlook report on July 19, predicting trends across foundation models, embodied AI, AI infrastructure, and AI applications over the next 12 to 24 months. In AI infrastructure, demand is shifting from training to inference stages, with storage, advanced chip fabrication, and advanced packaging facing structural shortages. AI compute assets will become critical strategic resources for enterprises, while infrastructure competition will escalate from single-chip rivalries to system-level competition spanning chips, interconnects, cooling, and power delivery. For AI applications, Qiming forecasts commercial focus on vertical industries and high-paying users, with enterprise efficiency solutions leading adoption, while AI-Native organizations are expected to transition from concept to practice, potentially achieving multiples of productivity gains versus traditional organizations.
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