arXiv:2511.09533cs.NIcs.AI2025-11

用AI助手把个人创意变成可持续的单人创业项目

Digital Co-Founders: Transforming Imagination into Viable Solo Business via Agentic AI

  • 分三阶段:构想、验证、扩张,全程由AI协助
  • 用低成本来测试想法,自动完成原型与客户沟通
  • 适合资源有限但想独立创业的人群

本文研究个体创业者如何在人工智能时代将创意转化为成功的单人企业。提出一个三阶段框架:第一阶段‘构想塑造’,借助AI进行市场扫描、想法优化与快速概念生成,将模糊目标转化为清晰价值主张;第二阶段‘现实验证’,通过低成本实验、结构化反馈和高效执行,由AI自动化原型设计、内容创作、客户互动与数据分析;第三阶段‘现实扩展’,将成功模式转为可复制流程与可扩展策略,由自主或半自主AI工作流持续运营优化。聚焦资源有限、决策全责、创始人与品牌高度绑定的单人创业情境,强调心理适应力、有效规划与人机协作的重要性,并应对持续连接带来的不确定性与认知过载挑战。

原文摘要 · Abstract (English)

This paper investigates how individual entrepreneurs can turn creative ideas into successful solo businesses in an era increasingly shaped by Artificial Intelligence (AI) agents. It highlights the key steps that connect personal vision, structured experimentation, and lasting value creation, and shows how AI agents can act as digital co-founders throughout this journey. Building on research in entrepreneurship, creativity, and innovation, we present a framework with three key stages: (1) Imagination shaping, where vague goals become clear value propositions, supported by AI agents that help with market scanning, idea refinement, and rapid concept generation; (2) Reality testing, where these ideas are tested through low-cost experiments, structured feedback loops, and efficient execution, with AI agents automating tasks such as prototyping, content creation, customer interaction, and data analysis; and (3) Reality scaling, where successful ideas are transformed into repeatable processes, scalable market strategies, and long-term business models, increasingly operated and optimized by autonomous or semi-autonomous AI workflows. We focus on the specific context of solopreneurship, characterized by limited human resources, complete accountability for decision-making, and a strong association between the founder's identity and the business. The framework clearly identifies key enabling factors such as mental adaptability, effective planning, and successful human-AI collaboration within digital ecosystems. It also thoughtfully addresses ongoing challenges, like uncertainty and cognitive overload, which are heightened by our constant connectivity.

AI创业单人创业智能代理

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