Zweig Tech Raises Tens of Millions in Seed Round, Focuses on Vertical Industrial Agents

Zweig Tech recently closed a seed round of tens of millions of yuan from L2F Light Source Venture Capital, Shangrong Capital, and Yicun Capital. Founded in February 2024 as a spin-off from Shanghai Jiao Tong University, the company focuses on material processing scenarios. It launched WOLIF, a vertical industrial agent using a proprietary 'industrial brain + process cerebellum' AI control system. Through real-time sensing and dynamic parameter adjustment, WOLIF achieves closed-loop autonomous control of non-standard processes like grinding and welding, rather than executing preset programs. The company has completed its first delivery to an A-share listed company and secured a multi-million yuan order in aerospace manufacturing. For high-end manufacturing factories, such agents can directly replace experienced workers, reducing dependence on skilled labor. Traditional industrial robots require engineers to preset process parameters, while WOLIF adapts to different materials (e.g., carbon fiber, aluminum, steel), minimizing line debugging time and waste. The company plans to expand horizontally into automotive, 3C, and other industries.