Shenzhen Puts Real Money Behind the World's First OpenClaw Support Policy

Longgang District is offering subsidized hardware, free housing, three months of free compute, and up to 10 million yuan in equity investment to anyone building with OpenClaw.

Today, the Longgang District of Shenzhen released a draft policy for public comment, titled “Several Measures of Shenzhen Longgang District to Support OpenClaw & OPC Development,”深圳市龙岗区支持OpenClaw&OPC发展的若干措施（征求意见稿）, explicitly committing fiscal funds to support OpenClaw entrepreneurship. To my knowledge, this is the first government support policy in China, and very likely the first in the world, specifically targeting OpenClaw and the OPC model as an emerging form of entrepreneurship.

The policy covers three core areas:

Free Deployment Support: Encouraging platforms to establish “Lobster Service Zones” that provide developers with free OpenClaw deployment services, with subsidies of up to 2 million yuan for enterprises that contribute code or develop skill packages.

Data and Compute Subsidies: Opening up high-quality public datasets and offering 30%–50% subsidies on data services, AI NAS hardware, and large model API usage. Enterprises newly settled in OPC communities also receive three months of free compute resources.

Full-Chain Entrepreneurship Support: From 2 months of free housing and 18 months of discounted office space, to up to 100,000 yuan in talent settlement grants and up to 10 million yuan in equity investment, covering every stage of an OPC entrepreneur’s journey from arrival to growth.

My first reaction is that the speed at which this policy was rolled out is yet another proof that Shenzhen’s local government is, without question, one of the most capable local governments. I only heard about the OPC concept earlier this year. OpenClaw has been in the spotlight for barely two months. In China’s non-tech circles, most people didn’t even know what this was until early February. Subtract the Spring Festival holiday when civil servants were off, and the window from research, drafting, to publishing the draft for public comment was three weeks at most. Three weeks to produce a complete policy document with specific subsidy ratios and dollar amounts, in itself demonstrates institutional competence.

What's more impressive is how precise the policy is. You can tell it wasn't copy-pasted from some template designed for traditional manufacturing.

The core logic of AI Agents is that one person plus a well-tuned AI Agent can do the work of an entire small team from the pre-AI era. That's a direct leap in productive forces. The problem is that the relations of production have to keep up. Sure, one person can now do the work of ten, but only if they can afford the tools first. OpenClaw is still unstable at this stage, and you need a separate machine for safe deployment.

Running tasks burns tokens, and computing costs real money. The average monthly salary for non-private sector workers in Shenzhen in 2024 was 14,540 yuan. A Mac Mini now lands at just over 4,000 yuan, roughly a quarter of that monthly paycheck. Given that the people who actually mess with this stuff are mostly young and early in their careers, that's not a trivial expense. Stack ongoing API costs on top, and the startup cost for personal deployment is genuinely not low. Then there's the data problem. Without clean data, you can't fine-tune your agent.

I think the value of Longgang’s policy is that it starts with the non-technical barriers an OPC entrepreneur might face first. No matter 50% subsidy on AI NAS purchases, three months of free government-provided compute, access to high-quality de-identified datasets, an 18-month discount on office space, and even two months of housing when you first arrive. It's simple, but it cuts the real cost.

One more thing: nearly every item in this document corresponds to actual fiscal expenditure. Whether a government is willing to put real money on the table is the only reliable standard for judging how serious a policy is.

Below is the document I translated with the help of AI

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Several Measures of Shenzhen Longgang District to Support OpenClaw & OPC Development

(Draft for Public Comment)

In order to implement the “Action Plan for Building Shenzhen into a Leading Hub for AI-Powered OPC Entrepreneurship Ecosystem (2026–2027),” deepen the “AI+” initiative, cultivate new business models and formats for industrial development, and build an innovation-driven, industry-clustered AI OPC entrepreneurship ecosystem, these measures are hereby formulated.

I. Free OpenClaw Deployment and Development Support. Market-oriented, professional platform operators are encouraged to launch “OpenClaw Service Zones” providing free OpenClaw deployment services, with eligible operators receiving corresponding subsidies. Support shall also be provided for the development and promotion of OpenClaw-based AI agent tools. For entities that contribute key code to major international open-source communities, develop and publish skill packages related to Longgang’s advantageous industries on skill trading platforms, or develop application projects integrating OpenClaw with embodied intelligent devices, subsidies of up to 2 million yuan shall be granted upon verification.

II. Dedicated OpenClaw Data Service Support. High-quality de-identified public datasets in areas such as low-altitude economy, transportation, healthcare, and urban governance shall be made openly available, with public data usage fees reduced or waived. For purchases of data governance, annotation, data asset capitalization, and related services used for OpenClaw framework-related development, application, or research, a 50% discount on actual costs shall be provided. For purchases of enterprise-developed, ready-to-use AI NAS units (”Lobster Boxes”), a subsidy of 30% of the market price shall be granted.

III. OpenClaw-Based AI Agent Tool Procurement Support. An “OpenClaw Digital Employee Voucher” program shall be implemented to support enterprises in purchasing or self-building OpenClaw-based AI agent solutions. Subsidies of up to 40% of total project investment shall be provided, with an annual cap of 2 million yuan per enterprise.

IV. OpenClaw-Based AI Agent Tool Application Demonstration Support. Focusing on areas such as smart manufacturing, smart government services, smart parks, and smart healthcare, a selection of OpenClaw deep-application projects demonstrating strong innovation and proven effectiveness shall be made each year. Selected projects shall be awarded the title of “Longgang District OpenClaw Application Demonstration Project” and receive a one-time reward of up to 30% of actual investment, capped at 1 million yuan.

V. AIGC Model Usage Support. For eligible AIGC enterprises within the district that use leading domestic multimodal large models for AIGC content creation and production, a subsidy of 30% of actual model API usage fees shall be provided, with an annual cumulative cap of 1 million yuan per enterprise.

VI. Compute Resources and Scenario Application Support. Intelligent computing resources shall be coordinated to provide verified enterprises newly settled in OPC communities with three months of free compute resources (including but not limited to general-purpose and intelligent computing) and related foundational technical support services. Based on criteria including technological innovation, market promotion, application effectiveness, and growth potential, demonstration scenario projects with industry-leading impact shall be selected annually and granted support of up to 50% of actual project investment (for non-government-funded projects), capped at 4 million yuan.

VII. Talent and Entrepreneurship Space Support. To attract young talent, newly recruited doctoral, master’s, and bachelor’s degree holders who settle in Longgang shall receive tiered settlement subsidies of up to 100,000 yuan. Newly registered or newly relocated OPC enterprises in Longgang shall be provided with up to 2 months of free housing to reduce talent onboarding costs. Outstanding OPC founders or core talents awarded the title of “Longgang District OPC Person of the Year” shall receive corresponding benefits including medical coverage, children’s school enrollment, and talent housing in accordance with relevant regulations. The “One Desk, One Office, One Floor” policy shall be implemented to provide OPC enterprises with up to 18 months of discounted office space, lowering the barrier for early-stage teams. Social organizations participating in OPC community development shall be supported, with verified OPC communities receiving annual operational subsidies of up to 4 million yuan.

VIII. Fund and Financing Support. The district’s Science and Technology Innovation “Seed Fund,” the Longgang Yuntu Industrial Fund, and the AI Industry Fund of Funds shall be leveraged to provide investment and financing channels for seed-stage OPC projects with high technological content and strong innovation capacity, with priority given to youth entrepreneurship projects. Eligible projects may receive equity investment support of up to 10 million yuan.

IX. Overseas Expansion Support. Leveraging the district’s Enterprise Internationalization Service Base, an OPC “Overseas Service Station” shall be established, integrating one-stop services including market development, cross-border logistics, and compliance consulting to build an agile closed loop from demand identification to product delivery. Eligible export-oriented OPC enterprises purchasing export credit insurance shall receive proportional premium subsidies.

X. Competition and Awards Support. OPC teams that win prizes in events such as “OPC Hackathons” and innovation and entrepreneurship competitions hosted in Longgang District shall receive awards of up to 500,000 yuan. Individuals who win prizes in the “Longgang District OPC Person of the Year” selection shall receive awards of up to 100,000 yuan. The same entity shall receive support on a highest-applicable, non-duplicative basis.

These measures shall take effect on [date] 2026 and remain valid for a period of three years.

深圳市龙岗区支持OpenClaw&OPC发展的若干措施

（征求意见稿）

为贯彻落实《深圳市打造人工智能OPC创业生态引领地行动计划（2026-2027年）》，深入实施“人工智能+”行动，大力培育产业发展新业态新模式，构建产业集聚、创新活跃的人工智能OPC创业生态，制定本措施。

一、OpenClaw免费部署与开发支持。鼓励市场化、专业化平台载体推出“龙虾服务区”，免费提供OpenClaw部署服务，符合条件的给予一定补贴；提供OpenClaw类智能体工具开发推广支持。对向国际主流社区贡献关键代码、在技能交易平台开发上架龙岗优势产业相关技能包、开发与具身智能设备结合的应用项目的，经认定后给予最高200万元补贴。

二、OpenClaw专属数据服务支持。OpenClaw专属数据服务支持。开放低空、交通、医疗、城市治理等高质量脱敏公共数据，减免公共数据使用费用；对购买数据治理、标注、数据资产入表等服务用于OpenClaw框架相关的开发、应用、研究的，按实际支付的费用给予50%优惠。对购买企业自主研发，开箱即用的AI NAS（龙虾盒子）的，按市场价的30%给予补贴。

三、OpenClaw类智能体工具采购支持。实施“OpenClaw数字员工应用券”计划，支持企业采购或自建OpenClaw智能体解决方案，按不超过项目总投入的40%给予补贴，单家企业年度最高200万元。

四、OpenClaw类智能体工具应用示范支持。聚焦智能制造、智慧政务、智慧园区、智慧医疗等领域，每年遴选一批创新性强、应用效果好的OpenClaw深度应用项目，授予“龙岗区OpenClaw应用示范项目”称号，并按实际投入30%给予一次性奖励，最高100万元。

五、AIGC模型调用支持。对符合一定条件的区内AIGC企业使用国内头部多模态大模型进行AIGC创作生产的，按实际支付的模型调用费用30%给予补贴，每家企业每年累计补贴总额最高不超过人民币100万元。

六、算力与场景应用支持。协调智能算力资源，为经认定的OPC社区新入驻企业提供为期三个月的免费算力资源（包括但不限于通用算力、智能算力等）及相关基础技术支持服务。按照技术创新、市场推广、应用成效、发展潜力等维度，每年遴选具有行业引领的示范场景项目，最高按照项目（非政府投资项目）实际投入的50%，给予最高不超过400万元支持。

七、人才与创业空间支持。吸引青年人才落户，对新引进落户龙岗的博士、硕士、本科人才，分档给予最高10万元入户补贴。为新注册或新迁入龙岗的OPC企业提供最长2个月免费住宿，降低人才落地成本。对获得“龙岗区OPC年度人物”评定的优秀OPC创办人或核心人才，按规定给予医疗保障、子女入学、人才住房等相应待遇。落实“一张办公桌、一间办公室、一层办公楼”的乐业办公体系，为OPC企业提供最长18个月办公空间优惠期，降低初创团队落地门槛。支持社会力量参与OPC社区建设，对经认定的OPC社区，按年度给予运营机构最高400万元支持。

八、基金融资支持。用好区科技创新“种子基金”、龙岗云图产业基金及人工智能产业母基金，为科技含量高、创新能力强的种子期OPC项目（重点倾斜青年人才创业项目）提供投融资渠道，符合条件的给予最高1000万元股权投资支持。

九、产品出海支持。依托区企业国际化服务基地，设立OPC“出海服务站”，集成市场拓展、跨境物流、合规咨询等一站式服务，构建从需求感知到产品交付的敏捷闭环。对出海型OPC投保出口信用保险符合条件的，给予一定比例保费支持。

十、赛事奖励支持。对在龙岗区主办的“OPC黑客松”、创新创业大赛等活动中获奖的OPC团队，给予最高50万元奖励支持；对在“龙岗区OPC年度人物评选”活动中获奖的个人，给予最高10万元奖励支持。同一主体按就高不重复原则享受支持。

本措施自2026年X月X日起施行，有效期3年。