Building Industrial Agents, Yuanmu Intelligence Completes Tens of Millions Yuan Angel Round Financing

"StarLink Capital"is a venture capital fund focusing on the large model ecosystem, emphasizing early - stage investments and connecting industries.

Recently, "Roundwood Intelligence", a company focusing on the new - generation industrial AI, announced the completion of an angel - round financing of tens of millions of yuan. This round of financing was led by StarLink Capital and co - invested by Xiamen - Jin Innovation.

The financing funds will be mainly used for the function iteration and market expansion of the core product, the "Today Scheduler" intelligent agent, and gradually invested in the R & D of intelligent agent products for industrial scenarios such as R & D and supply chain.

01

Opportunities in the Era:

When the AI Wave Meets the Deep - water Area of Industry

Currently, the new - generation artificial intelligence technology is empowering all industries with unprecedented depth and breadth, becoming an important engine driving the development of new - quality productivity. At the policy level, eight departments including the Ministry of Industry and Information Technology jointly issued the "Implementation Opinions on the Special Action of 'Artificial Intelligence + Manufacturing'" on January 7, requiring "to accelerate the integration and application of artificial intelligence technology in the manufacturing industry."

However, on the front line of the industry, in the face of the urgent demand for cost reduction and efficiency improvement, problems such as high difficulty in use, high comprehensive cost, weak scene fit, and insufficient input - output ratio have always restricted small and medium - sized manufacturing enterprises from transforming cutting - edge AI technology into practical productivity.

At the historical intersection of technological breakthroughs, policy guidance, and industrial necessities, since its establishment in early 2025, Roundwood Intelligence has combined the new - generation AI technology represented by large models with industrial know - how, and is committed to creating standardized industrial intelligent agent products, in order to achieve the large - scale implementation of AI intelligent agents in core industrial scenarios.

Jiang Changhao, the founder of Roundwood Intelligence, judged: "Industrial intelligent agents not only have the opportunity to replace repetitive mental work, but also their universality enables a single intelligent agent product to be adapted to different types of factories and even different scenarios at low cost. This will be an important variable in the industry transformation and one of the effective solutions to problems such as the difficulty in recruiting workers in factories and the difficulty in precipitating experience within the organization."

02

Value Anchor:

The 'Today Scheduler' Intelligent Agent, Decoupling Complex Production Scheduling

Currently, Roundwood Intelligence starts from the specific scenario of "production scheduling". To address the complex challenges in enterprise production scheduling, such as 'a wide variety of products in small batches, frequent order changes, and complex processes with many devices', it has launched the "Today Scheduler" intelligent agent product.

The "Today Scheduler" understands production constraints through large models and realizes dynamic scheduling by integrating optimization algorithms, shortening the production scheduling time from hours to minutes. In the face of abnormal situations such as order insertion, the system can quickly generate new solutions. At the same time, the "Today Scheduler" can adapt to multi - source data input, lower the usage threshold, and achieve the large - scale implementation of the product in the production scheduling scenario.

Currently, the product has been put into use in machining factories in Suzhou, Wuxi and other places, helping customers achieve automatic scheduling for all processes, shortening the production scheduling time by 90%, increasing the order delivery rate by more than 15%, and effectively improving the equipment utilization rate and delivery date certainty.

The core members of Roundwood Intelligence all graduated from top universities such as Tsinghua University and Peking University. They have both cutting - edge R & D in artificial intelligence, successful commercialization of SaaS products from scratch, and more than twenty years of practical experience in industrial digitalization and sales. The composite background of "algorithm + industry + product" enables the team to not only identify the core pain points behind the complexity of the industrial field but also have the R & D ability to transform the new - generation AI technology into stable and user - friendly products.

In addition, Roundwood Intelligence has reached in - depth cooperation with large model manufacturers such as Baidu and Zhipu, and established industry - university - research cooperation relationships with university laboratories such as Tsinghua, Zhejiang University, and Fudan, continuously consolidating its technological advantages and jointly strengthening the foundation of industrial intelligence.

03

Future Blueprint:

From Single - point Intelligence to General Intelligent Agent Factory

"Becoming the world's leading industrial intelligent agent factory" is the vision of Roundwood Intelligence. Jiang Changhao said: "Our work is to process AI into intelligent agents needed by factories. The product R & D process is our production link. Roundwood also needs to build an AI - native organization internally, continuously optimize its 'production line', and even build an unmanned production line."

In the next stage, starting from the intelligent production scheduling scenario, Roundwood Intelligence will gradually build an industrial intelligent agent product matrix covering the entire process of R & D, production management, and supply chain, and begin to try the implementation of general intelligent agents in vertical industries, gradually achieving the ultimate goal of "upgrading the industrial intelligent agent from'specific industry + specific scenario' to 'cross - industry + cross - scenario' universality."

This article is from the WeChat official account "StarLink Capital", author: Roundwood Intelligence. It is published by 36Kr with authorization.