36Kr Weekly Project Recommendation Ranking | Issue 15, Top 10 Most Popular Projects of This Issue

Last week, the competitive focus of AI projects has been shifting from "whether a model exists" to "whether it can be integrated into real business scenarios". Some teams are trying to compile business processes into capabilities that agents can call, some are cutting into niche scenarios such as games, robotics data, and pharmaceutical compliance, while others are exploring more specific efficiency improvement space in computing power supply and cold chain infrastructure.

The projects on this week's list cover enterprise services, embodied intelligence, healthcare, synthetic biology and supply chain services. They all point to one common change: technology is no longer only for creating new functions, but for reorganizing the working methods of the entire industry.

This Week's List

List

Project Introduction

TOP1｜Duyuan Technology

Duyuan Technology puts forward the concept of "Agent Compiler for the Business World", aiming to convert the complex, scattered business rules, processes and context in enterprises into capabilities that agents can understand and invoke. Compared with single-function AI tools, this project focuses more on enabling agents to be truly embedded into enterprise workflows, solving the problem that enterprise AI applications are "usable but not user-friendly, demonstrable but difficult to deliver".

One-sentence Summary  

Duyuan Technology hopes to build a layer of business understanding and orchestration capabilities for enterprise agents, enabling AI to move from answering questions to completing real work.

TOP2｜Bodong Yixia

Bodong Yixia targets the AI casual game market, exploring how generative technology can lower the threshold of content creation, enrich game interaction methods, and improve the personalized experience of lightweight entertainment products. Casual games have high requirements for user feedback, gameplay iteration and content supply, and AI enables small teams to conduct rapid trial and error and continuous operation at lower costs.

One-sentence Summary  

Bodong Yixia takes AI as a tool for content and gameplay innovation, exploring the product form of next-generation casual games with lightweight features and strong interactivity.

TOP3｜Fenghui Wisdom

Fenghui Wisdom focuses on the transformation of AI infrastructure from "selling GPUs" to "selling Tokens, capabilities and services", trying to reconstruct the productization and commercialization path of computing power supply through a nine-layer architecture. With the growing demand of enterprises for model invocation, the core problem of the computing power market is no longer only resource supply, but also resource scheduling, cost control, usage efficiency and stable delivery.

One-sentence Summary  

Fenghui Wisdom starts from the business model of computing power services, providing more flexible infrastructure support for the large-scale implementation of AI applications.

TOP4｜Data Intelligence

Data Intelligence and Wujin Technology jointly promote the data collection of full-body coordinated dexterous operation, cutting into the key and scarce high-quality data link in embodied intelligence training. To complete complex operations, humanoid robots not only need visual or hand data, but also full-body motion data, force feedback data and multi-modal collaborative data; standardized collection capabilities will directly affect the effect of model training and actual deployment.

One-sentence Summary  

Data Intelligence focuses on the data infrastructure of embodied intelligence, providing training support for robots to move from "being able to see" to "being able to operate accurately".

TOP5｜Bionic Muscle Project

The bionic muscle project imitates the driving and compliance characteristics of biological muscles, trying to break through the limitations of traditional robots in flexibility, safety and adaptability to complex environments. For humanoid robots, joints and actuators are not only required to be "more powerful", but also to be lightweight, flexible, controllable and safe; bionic muscle is exactly an important technical route connecting the motion capability of robots and real scenario applications.

One-sentence Summary  

This project improves the flexible execution capability of robots through bionic drive technology, providing underlying possibilities for humanoid robots to expand their service and operation scenarios.

Beyond the List ——

We Pay More Attention to the Direction Behind Innovation

What the weekly list records is not only the popularity of projects, but also a slice of industrial changes.

It records how agents enter business processes, how robots accumulate data and execution capabilities in the real world, and how AI evolves from concepts to infrastructure, production tools and industry services. 36Kr "Project Recommendation" will continue to focus on these ongoing changes, so that projects worthy of attention can be seen earlier.

What the weekly list records is not only the popularity of projects, but also a slice of industrial changes.

It records how AI moves from general capabilities to professional scenarios, how hard technology accumulates momentum in materials, energy and manufacturing links, and how entrepreneurial teams turn a technical judgment into real product and delivery capabilities. Popularity will change, but projects that can continuously create value in real scenarios will eventually become long-term variables in industrial evolution.

36Kr "Project Recommendation" will continue to look for these projects: to make innovations worthy of attention be seen earlier, and leave clear notes for industrial changes as soon as they happen.

Want your project to be on the list?

Submit your project

After approval

Your project will be published on the official website of 36Kr

And you will have the opportunity to be selected into the next list

36Kr Project Recommendation, enabling valuable projects to be discovered faster.

Scan the QR code to add

This article is from the WeChat official account "36Kr Project Recommendation", and is authorized for release by 36Kr.