A single person, one computer, acting as both boss and employee, can run the entire development chain from startup to operation—this scenario is quietly flourishing at the OPC Community in Guizhou Science City. Within this 500-square-meter shared space, "one-person company" entrepreneurs are leveraging "super AI employees" to handle business that once required a full team, and doing it remarkably well.

"In January of this year, we noticed the rapid growth trend of the OPC industry nationwide. By February, we were already visiting Beijing, Shanghai, and Shenzhen for research, and by early May, the community was officially operational," said He Congyue, business manager of Guizhou Science City Management Co., Ltd. The establishment of the OPC community for nurturing one-person companies, built on the national-level technology business incubator of Guizhou Science City, is backed by Guizhou's solid digital-intelligence industry foundation. As one of the first national big data comprehensive pilot zones and one of the eight major computing power hub nodes, Guizhou's digital-intelligence industry reached a total scale of 299.465 billion yuan in 2025. AI foundational industries such as data annotation have surged, gathering 121 companies and employing over 12,000 people. Guizhou is no longer just a "data warehouse"; abundant computing resources and an increasingly complete industrial ecosystem are driving a profound transformation from "storage" to "application."

Top-level design has followed swiftly. The State Council's "Opinions on Deeply Implementing the 'AI+' Action" explicitly calls for cultivating new business models for AI-empowered individual entrepreneurship and providing affordable public computing power. Eight provincial departments in Guizhou jointly issued the "AI + Manufacturing Implementation Plan," and the latest version of the "Guizhou Province Big Data Development Special Fund Support Guide" offers targeted support from five aspects, including data supply, data merchant aggregation, and talent cultivation. OPC innovations in the AI sector can receive one-time rewards of up to 500,000 yuan, and companies purchasing computing services can receive incentives equal to 30% of the amount. This package of policies gives "lightweight entrepreneurship" a solid foundation to rely on.

The community offers far more than just a desk. "'Technology empowerment + order matching + entrepreneurial mentorship'—our comprehensive service system allows entrepreneurs to move in at low cost with zero barriers to entry," He Congyue explained. The community's co-developed "Mengyuan AI Engine" is the key driver—it integrates over 120 API interfaces and more than 180 large models from platforms like Doubao and Kling. Graphic creation, video generation, and e-commerce detail page production can all be done in one backend, eliminating the hassle of constant switching. "On average, it reduces computing costs for entrepreneurs by about 30%, and it's completely free in the service package." What's even more valuable is that Guizhou has taken the lead in data element supply. The provincial public data "one lake" pools five basic databases and seven thematic databases, with 185 institutions participating in authorized operations and 132 data products developed. The launched dataset (corpus) service platform has listed 111 high-quality datasets, with two—covering agriculture and coal mines—selected for the national pilot program. These "data granaries" ensure OPC entrepreneurs don't have to worry about compliant data when training models or refining applications, truly enabling a "computing + data" dual-foundation empowerment.

With fertile soil, new seedlings are breaking through. On July 1, Xu Jun, who has been deeply engaged in enterprise informatization for over 20 years, officially moved into the OPC Community at Guizhou Science City, founding Qianjun Technology and positioning it as an "AI-era informatization mentor." "Companies don't lack AI tools; they lack people who understand and can use them. We help companies bridge the 'last mile' of turning AI tools into effective assistants." He noticed that in the AI era, many companies face the challenge of using AI to reduce costs and improve efficiency, so he decided to diagnose companies one-on-one, helping them embed AI into their operational processes to solve practical problems like approval rates and data analysis. As one of the first tenants in the OPC Community, the community provided full mentorship from company formation to client acquisition, introducing Xu Jun to his first commercial order and helping him build a successful service case. With this attentive support, Xu Jun signed orders worth over 80,000 yuan in his very first month, streamlining the company's full operational flow. "The community brings different individuals together as a whole—resource collisions, order matching, and mutual development—making it much easier than going it alone." Xu Jun's mid-term goal is to serve 20 companies within 18 months, build a team of 3 to 5 "mentors," and use Guizhou as a testbed to expand across the southwest region.

Yang Lan, a 50-year-old Bouyei entrepreneur, was equally drawn to the community. With a project vision for homestay management and operations, she visited the OPC Community at Guizhou Science City on a friend's recommendation and attended the August salon event, signing up that very day. "With government backing, policy support, and development prospects, it's worth going all in." She plans to fully participate in the cultural tourism industry after completing her homestay management project. "Low-cost entrepreneurship, no need to leave Guizhou—I can take care of my family while building my career. This approach is very practical," Yang Lan said. He Congyue revealed that in the OPC Community's plans, at least 50 entrepreneurs will be introduced this year, and construction of the Phase Two OPC community space will begin, which will further amplify the ecosystem effects of "four concentrations"—business, talent, platform, and computing power—allowing entrepreneurs to embark on their journey light in the tide of the times.

Looking at the whole province, Guizhou now has over 56,000 data industry business entities, with more than 13,000 added this year alone. Behind this are the province's "six major industrial clusters" and "three major specialty industries" accelerating toward new quality productive forces, continuously consolidating the material and technological foundation for high-quality development and modernization. On this foundation, countless "Xu Juns" and "Yang Lans" are breaking through, turning the once-dormant computing power in data centers into digital ink at their fingertips, writing a brand-new future of "one-person armies" across the land of Qianzhong.