"Jubaopen" AI Ecosystem Community Launches in Qianhai: Key Data Compliance and Intellectual Property Risks for Enterprises Before Joining
On September 1, 2026, the first embodied AI ecosystem community in the Greater Bay Area, driven by the dual engines of "data services + incubation empowerment," named "Jubao Basin," was officially launched at Shenzhen Qianhai Kexing Science Park. The project, jointly developed by Woan Robotics and a state-owned enterprise under Bao'an District, covers a total area of 6,039 square meters and aims to build a complete closed loop from data collection and training validation to enterprise incubation and industrial implementation. The first batch of five cutting-edge technology companies, including Zhenjue Wanxiang and Platinum Intelligent Diving, has already signed on to settle in. This event not only marks the acceleration of Shenzhen's industrial layout in the field of embodied intelligence but also brings unprecedented development opportunities for related enterprises. However, against the backdrop of rapid AI technology iteration, when companies settle into such ecosystem communities, in addition to focusing on technical support and business resources, they must also be vigilant about legal risks such as data compliance, intellectual property ownership, and incubation agreement terms. As a Shenzhen lawyer, I will, from a legal practice perspective, sort out several core issues that companies must pay attention to when settling into AI ecosystem communities.
I. Compliance Red Lines for Data Collection and Processing: Personal Information Protection and Data Security
The core facility of the "Treasure Basin" is the full-chain embodied intelligence data service center, providing public services such as data collection, algorithm training, and model validation. When enterprises utilize these services, they first face data compliance issues. Embodied intelligence (e.g., home robots) often requires collecting large amounts of environmental data, user behavior data, and even biometric information, which may constitute "personal information" or "sensitive personal information" under the Personal Information Protection Law.
According to Article 28 of the Personal Information Protection Law, processing sensitive personal information (such as biometric data, location tracking, etc.) requires a specific purpose and sufficient necessity, as well as obtaining the individual's separate consent. If an enterprise fails to fulfill its obligation to inform and obtain consent during data collection, or collects data beyond the necessary scope, it may face a fine of up to 50 million yuan or five percent of its previous year's turnover (Article 66 of the Personal Information Protection Law). In addition, Article 27 of the Data Security Law requires enterprises to establish a data security management system and implement classified and graded protection for data.
In practice, we recommend that入驻enterprises, when signing data service contracts with the operator of "Ju Bao Pen," must clearly define the legality of data sources, the authorized scope of data processing, data storage locations, and security measures. Particular attention should be paid to cross-border data transfer issues—if the data involves foreign entities or needs to be transmitted overseas, it must pass the security assessment or certification by the national cyberspace administration (Article 36 of the Data Security Law). As a pilot demonstration zone, Shenzhen's regulatory authorities enforce data regulations with considerable rigor, and enterprises should not harbor any侥幸心理 (wishful thinking).
II. Ownership of Intellectual Property: Defining the Rights to Incubated Projects and Algorithm Models
"Treasure Basin" provides a full-chain service from data collection to product iteration, which means enterprises may use the platform's foundational models, training tools, or datasets for secondary development. In such cases, the ownership of intellectual property can easily lead to disputes. For example, if an enterprise trains an algorithm model using public datasets provided by the platform, who owns the copyright or patent rights to that model? Furthermore, if innovative technologies emerge during the incubation process, could the platform operator claim joint ownership or demand a transfer of rights?
Under Article 860 of the Civil Code and Article 8 of the Patent Law, for inventions created through cooperative development, unless otherwise agreed by the parties, the right to apply for a patent belongs to the entity that completed or jointly completed the invention. Therefore, if a company uses platform resources for research and development but fails to explicitly stipulate the ownership of intellectual property rights in the contract, the court is highly likely to determine that the platform provider is a joint completer, thereby sharing the patent rights. This may result in the company losing exclusivity over its core technology, and could even affect financing or listing.
We recommend that enterprises carefully review the intellectual property clauses in the incubation agreement before moving in. Key points include: (1) the scope of licenses for background intellectual property (technology brought by the enterprise itself); (2) the ownership of foreground intellectual property (outcomes generated on the platform); and (3) the allocation of rights to intermediate results produced during data training (such as model parameters and log data). During negotiations, enterprises should strive to retain ownership of foreground intellectual property. If the platform insists on sharing, it is essential to clarify the revenue distribution mechanism and any restrictions on subsequent use.
III. "Bet-on" Clauses and Implicit Obligations in Incubation and Empowerment Agreements: Guarding Against Contractual Pitfalls
"Treasure Basin" emphasizes "incubation and empowerment," typically providing enterprises with resources such as office space, computing power, and technical guidance. However, such support often comes with strings attached. For example, the operator may require companies to commit to completing financing within a specified timeframe, meeting revenue targets, or agreeing to terms such as the operator's right of first refusal for investment or equity buyback rights. These terms are essentially "bet-on agreements" (valuation adjustment mechanisms). If companies fail to meet the targets, they may face risks including equity dilution, loss of control, or even substantial compensation liabilities.
According to the provisions on valuation adjustment mechanism (VAM) agreements in the Minutes of the National Court Symposium on Civil and Commercial Trial Work (the "Jiumin Minutes"), when an investor enters into a VAM agreement with a target company, if the capital reduction procedure has not been completed, a claim for the company to repurchase equity will be dismissed. However, in incubation scenarios, the operator may impose implicit obligations under the guise of "service fees" or "resource consideration" to circumvent legal regulations. For example, the contract may stipulate that the enterprise must use a data service provider designated by the platform, or must feed back part of its data to the platform's database, which may in fact constitute a disclosure of trade secrets.
Lawyers advise that before signing an incubation agreement, enterprises should thoroughly review the obligatory clauses in the contract, especially those concerning liability for breach, conditions for termination, confidentiality obligations, and non-compete restrictions. When necessary, they may engage professional lawyers to conduct a contract review to avoid being put at a disadvantage due to eagerness to secure resources. In recent years, Shenzhen courts have heard multiple disputes over incubation agreements, and the adjudication trend tends to protect the reasonable expectations of small and medium-sized enterprises, provided that the contract terms are clear and not obviously unfair.
IV. Policy Dividends and Legal Regulatory Trends in Shenzhen Qianhai
"Treasure Basin" is located in Qianhai, benefiting from special policy support from the Shenzhen Qianhai Shenzhen-Hong Kong Modern Service Industry Cooperation Zone, such as a reduced corporate income tax rate of 15% and talent introduction subsidies. However, these policy dividends also come with stricter compliance requirements. As a highland for institutional innovation, Qianhai may introduce more detailed local regulations in areas such as cross-border data flow and artificial intelligence ethics. For example, Shenzhen has already issued the "Shenzhen Special Economic Zone Data Regulations," which set standards for the protection of personal data rights that exceed national requirements.
Additionally, embodied intelligence raises issues such as robot safety and privacy infringement, and may face product liability lawsuits in the future. Under Article 1202 of the Civil Code, if a product defect causes harm to others, the manufacturer shall bear tort liability. For companies producing home robots, if a robot causes user injury or privacy leakage due to algorithmic defects, the company will face civil claims. Therefore, enterprises should introduce legal compliance review at the R&D stage and establish a mechanism for preventing and controlling product liability risks.
We anticipate that Shenzhen may introduce special regulatory guidelines for AI ecosystem communities in the future, clarifying the responsibility boundaries of data service providers. Enterprises should closely monitor policy developments and proactively establish compliance frameworks in advance.
V. Conclusion: Lawyer's Recommendations and Corporate Action Guide
The launch of the "Jubao Basin" AI ecosystem community has provided high-quality development soil for embodied intelligence companies in Shenzhen, but the legal risks should not be underestimated. As Shenzhen lawyers, we recommend that入驻 companies take the following measures:
1. **Data Compliance Upfront**: Before data collection, engage lawyers to conduct a data impact assessment and develop a personal information protection policy.
2. **Consolidation of Intellectual Property Rights**: At the initial stage of the project, sign detailed intellectual property agreements with the operator and other partners to clearly define ownership.
3. **Refined Contract Review**: Engage professional lawyers to review the incubation agreement, identify hidden clauses such as performance-based bets and non-compete restrictions, and ensure a balance of rights and obligations.
4. **Ongoing Legal Monitoring**: Keep track of changes in AI regulatory policies at both the Shenzhen and national levels, and regularly adjust compliance strategies accordingly.
Guangdong Zhiming Law Firm specializes in the field of technology law and provides AI enterprises with one-stop legal services, including data compliance, intellectual property, and contract disputes. If you are considering joining the Qianhai AI Ecosystem Community or facing related legal issues, please feel free to contact us. We will help you mitigate risks and seize opportunities from a professional perspective.
