36Kr Weekly Recommended Projects Ranking Issue 21 | From Embodied Intelligence to AI Education, These 10 Innovative Projects Are Accelerating Their Practical Deployment

[36Kr Project Recommendation] Integrate intelligent tools into the traditional reporting process, improve the efficiency of project reporting and content production, and lower the threshold for corporate external communication. At the same time, we will continue to explore more suitable communication methods for early-stage startups around project display, brand exposure and resource connection.

We hope to provide entrepreneurs with a more convenient one-stop project display window, so that noteworthy projects can be seen faster, and innovation and opportunities can be connected more efficiently.

Airun Xinling

Airun Xinling focuses on the elderly psychological care scenario, and tries to build companionship and psychological support services for the elderly with AI Agent, voice interaction, long-term memory and professional psychological content. The product plans to provide daily companionship, active care and risk warning through entrances familiar to the elderly such as WeChat and telephone, and connect to professional psychological services when necessary. At present, the project is in the stage of product design, professional content construction and test preparation, and plans to further carry out scenario verification in communities and elderly care institutions.

Link:

https://36kr.com/p/4002697072480135

One-sentence Summary

Connect elderly psychological care with professional services through AI companionship.

 

E-commerce AI Accounting

E-commerce AI Accounting targets medium and large domestic and cross-border e-commerce merchants, cuts into the financial digitalization scenario with financial AI Agent, embeds basic financial work such as bookkeeping and reconciliation into the existing processes of enterprises, and connects to Taobao, Douyin, Pinduoduo and mainstream ERP systems. At present, the project has formed a commercial closed loop in Yiwu, has served more than 200 paying customers in total, and completed 3 million yuan in Pre-A round financing. The next step is to expand to more e-commerce industrial belts.

Link:

https://36kr.com/p/4004151094644870

One-sentence Summary

Integrate AI into e-commerce financial processes to improve the efficiency of reconciliation and operation management.

 

Lingling Intelligence

Lingling Intelligence focuses on embodied intelligent training data supply, adopts the dual-track mode of "ontology-free data collection + real machine teleoperation", and transforms human behaviors in the real world into data assets that robots can train. The project also builds pipelines for data preprocessing, spatial reconstruction, intelligent annotation and quality assessment, and expands the coverage of real scenarios through bases, schools and home networks. At present, the project has covered more than 100 types of real scenarios, and is advancing angel round financing at the level of tens of millions of yuan.

Link:

https://36kr.com/p/3998358077214596

One-sentence Summary

Transform human behaviors in the real world into embodied intelligent training data.

 

Eyemind

Eyemind targets the K12 family education scenario, combines computer vision, eye tracking and large education models, assists in judging the attention and understanding state through perceptual information such as students' gaze position and dwell time, and dynamically adjusts teaching content to form a closed loop of "perception - diagnosis - teaching - feedback". The product covers scenarios such as homework tutoring, error cause analysis, and weakness summary. At present, the core algorithm verification and product prototype have been completed, and small-scale user testing is underway.

Link:

https://36kr.com/p/4002551338307715

One-sentence Summary

Explore a personalized AI home tutor by combining eye movement perception with large education models.

 

Yuzong Technology

Yuzong Technology targets the UAV aero-power system, and explores the application of safety-constrained deep reinforcement learning in engine adaptive control and health management. The project adopts the architecture of "AI recommendation, traditional controller decision-making", and limits the AI control boundary through the safety constraint mechanism to reduce the risk of the algorithm directly taking over the key system. At present, the project is still in the stage of algorithm proof of concept, and the prototype has not been completed. Subsequent plans will advance digital simulation, hardware-in-the-loop, bench test and flight verification in sequence.

Link:

https://36kr.com/p/3990581529590788

One-sentence Summary

Explore intelligent control of UAV aero-engines with safety-constrained AI.

 

More exciting content coming in the next issue

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This article is from the WeChat official account "36Kr Project Recommendation", Author: 36Kr Project Recommendation, published by 36Kr with authorization.