Shenzhen Longgang plans to release the "Ten AI Lobster Measures" for the first time.

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An open-source AI agent project, OpenClaw, has recently become popular, drawing attention due to its logo resembling a red lobster. “Raising lobsters” has become the new favorite trend in the AI community.

OpenClaw is an open-source, local-first AI agent platform and automation gateway. It does not have large models built-in, but instead connects to various mainstream large models and instant messaging platforms via a unified gateway, allowing users to control the AI with natural language through chat tools such as WeChat, DingTalk, and Feishu to execute real tasks locally or in the cloud—including browser operations, file management, and email sorting. This achieves “chat as operation.” As one of the phenomenal AI projects of 2026, it has already received over 260,000 stars on GitHub.

To seize the opportunity in the smart economy, Longgang District of Shenzhen released the “Several Measures for Supporting OpenClaw & OPC Development in Longgang District, Shenzhen (Draft for Comments)” (hereinafter referred to as the “Ten Lobster Policies”) on March 7, with “zero-cost startup” as its core highlight, inviting global AI agent developers and OPC (One Person Company) entrepreneurs, aiming to build the world’s preferred location for AI agent entrepreneurship.

This year’s government work report mentioned the concept of “AI agents” for the first time, clarifying the “cultivation of new forms of the smart economy,” and emphasizing “support for new entrepreneurial forms suited to the era of artificial intelligence.” The introduction of the “Ten Lobster Policies” is a rapid and precise response to this strategic deployment.

Free Deployment, Data Subsidy, Hardware Subsidy

Targeting key needs in the evolution of AI agents from “seeing and speaking” to “doing and accomplishing,” the “Ten Lobster Policies” uses support for the OpenClaw project—praised as the AI agent’s “operator”—as a breakthrough point, rolling out a series of comprehensive “full-package” services.

Free deployment, ready to use out of the box. The policy encourages platform companies to set up “Lobster Service Zones,” and plans to offer free OpenClaw deployment services to developers, eliminating the hassle of complex environment setup. The government will provide appropriate subsidies to platforms, truly enabling developers to “move in with their bags.”

Data elements, open sharing. Longgang plans to open large-scale, high-quality, desensitized public data in sectors like low-altitude economy, smart transportation, healthcare, and urban governance to reduce public data usage costs. For companies purchasing data governance, labeling and other services for OpenClaw development, a 50% subsidy will be provided; for purchasing plug-and-play “Lobster Boxes” (AI NAS) hardware, a 30% subsidy will be provided based on market price.

Encouraging innovation and rewarding applications. To incentivize technological breakthroughs, Longgang plans to award up to 2 million RMB to companies that contribute key code to international mainstream communities or develop and launch Longgang’s leading industry skill packs upon verification. Additionally, the “OpenClaw Digital Employee Application Voucher” will support companies in purchasing or self-building solutions, with a 40% subsidy based on investment and a maximum of 2 million RMB per company per year. Each year, exemplary projects with deep applications in fields such as intelligent manufacturing and smart governance will be selected, awarded honorary titles, and given up to 1 million RMB.

Three Months’ Free Computing Power, 30% Subsidy on Large Model Usage Fees

With the development of AI technology, the idea that one person using intelligent tools and a complete supply chain can operate a competitive company (OPC, One Person Company) is becoming a reality, with more and more “super individuals” taking on multiple roles emerging.

In 2026, the “Action Plan for Building Shenzhen into the Leading AI OPC Entrepreneurship Ecosystem (2026—2027)” was officially issued, clearly stating the goal to build an AI OPC entrepreneurial ecosystem with industry clustering and vibrant innovation.

In response to this trend, Longgang District's proposed policies are tailored to this new entrepreneurial form, helping “individuals” start with ease.

Regarding computing and model subsidies, to solve the bottleneck of computing power and models in the startup phase, newly registered and verified OPC community enterprises are slated to receive up to three months of free computing power. Eligible AIGC enterprises in the district utilizing leading domestic large models for creative production can obtain a 30% subsidy on actual usage fees, with up to 1 million RMB support per enterprise per year.

For scenario matching, Longgang plans to select annually exemplary scenario projects with leading industry impact, providing up to 50% of actual project investment as support, not exceeding 4 million RMB, helping innovative technologies quickly find application platforms.

Community operations and ecosystem support. Verified OPC communities’ operating institutions may receive up to 4 million RMB annually to cultivate a “rainforest-like” entrepreneurial ecosystem.

Talent settlement and housing security. Policies are proposed to offer settlement subsidies up to 100,000 RMB, up to two months free accommodation and 18 months of office space discounts for newly registered OPC enterprises, building a growth environment that “starts with just a desk.” An “OPC Person of the Year” selection will be established; winners will receive up to 100,000 RMB and comprehensive benefits such as healthcare and children’s schooling rights.

To support this “light-asset, high-innovation” startup model, Longgang has rolled out a range of precise “cost-reduction” measures to create an OPC business-friendly city. For eligible OPC projects, industrial spaces are offered at 30%–70% of market rent; the city has taken the lead in setting up an “OPC Exclusive Consultation Desk” and supporting “One Person Company” startup guides; entrepreneurs can finish business registration in three working days via the “Startup Enterprise One-stop Express,” enabling an easy business launch.

Three Practical Measures to Boost OPC Development

To ensure the OPC entrepreneurial dream takes root and thrives, the policy brings together capital, international expansion, and competitions, building a comprehensive support system.

For capital empowerment, Longgang intends to leverage technology innovation seed funds, AI industry mother funds, and more to provide investment and financing channels for high-tech, high-innovation OPC seed projects—especially those led by young talent—with qualified projects receiving up to 10 million RMB in equity investment support.

Regarding international expansion, Longgang will rely on the district’s international enterprise service base to set up an OPC “International Service Station,” integrating market development, cross-border logistics, compliance consulting, and other one-stop services, and will subsidize eligible export credit insurance premiums to help companies expand globally with peace of mind.

To attract talent through competitions, Longgang will host “OPC Hackathons,” innovation and entrepreneurship contests, and other branded events, providing up to 500,000 RMB to winning teams and cultivating a reserve of outstanding entrepreneurs and teams to inject fresh vitality into industry development.

It is reported that these measures are currently publicly soliciting social feedback and are slated to be implemented starting in 2026, valid for three years. The head of Longgang District’s Artificial Intelligence (Robotics) Office said: “The workstations are ready, the computing power is set, and funding is in place. Longgang sincerely invites global developers, geeks, and super individuals to gather here and jointly define a new form of the smart economy. As for security concerns, we will establish strict technical standards and regulatory mechanisms to ensure full lifecycle security and control from data collection, storage to application, and promote localization to reduce external dependencies. For example, in identity verification and permissions management, we will adopt mandatory two-factor authentication and require strong, regularly updated passwords. During operation, the principle of least privilege is followed, using regular user permissions instead of administrator rights; access to the file system is strictly limited, opening only necessary working directories and prohibiting access to any path containing sensitive data.”

Source: 21st Century Business Herald

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