Daily Token call volume reaches trillions, "Morph Intelligence" closes Series A round | Yunqi Partners

What kind of compute infrastructure does it take to handle hundreds of trillions of token calls per day?

Recently, "Token Super Factory" Morphling Intelligence, a seed-round lead investment of Yunqi Capital, announced the completion of its Series A funding. The company currently processes hundreds of trillions of token calls daily, with clients and partners spanning internet companies, large model providers, and leading enterprises across various industries. Learn more in this edition of Yunqi Partners.

The following content is adapted from Morphling Intelligence.

This round was led by Yida Capital, with several strategic investors also coming on board. Co-investors include Chengyuanxiang Investment, Hongshan Capital, Ruifeng Capital, Nantong Industrial Control Siyuan AI Fund (jointly established by Nantong Industrial Control and Shanghai Jiao Tong University Hanyuan Asset Management), and Haojun Investment. The proceeds will primarily be used to advance compute infrastructure technology iteration and commercial deployment, further expanding the market-leading position of the "Token Super Factory."

Currently, the "Token Super Factory" business has entered a period of rapid expansion. Through high-quality token supply and strong service capabilities, Morphling Intelligence processes hundreds of trillions of token calls daily, with clients and partners covering internet companies, large model providers, and leading enterprises across industries — and its market share continues to grow. Going forward, the "Token Super Factory" will focus on software-hardware co-innovation, accelerating the upgrade and iteration of its self-developed high-performance inference engine, actively pushing for large-scale deployment of domestic ultra-node hardware clusters, and building compute infrastructure that is more efficient, lower-cost, and better adapted to application scenarios — helping ever-evolving AI intelligence reach every industry and unlock the scaled commercial value of AI applications.

Morphling Intelligence founder and CEO Lingjie Xu said: "The competitive landscape of the global AI industry has shifted from pure model competition to a contest of real-world deployment capabilities. As a foundational production factor of the intelligent era, token production capacity is becoming the key metric for measuring each country's AI industry development level and competitiveness. We hope to build a 'Token Super Factory' based on next-generation domestic ultra-node compute clusters, using high-quality token production capacity to fortify the compute foundation of the AI era, and become an important pillar supporting China's AI industry in global competition."