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Artificial Intelligence Factory, Data Risk, and VCs' Mediation: The Case of ByteDance, an AI-Powered Startup
| Content Provider | MDPI |
|---|---|
| Author | Jia, Peiyi Stan, Ciprian |
| Copyright Year | 2021 |
| Description | The AI factory is an effective way of managing artificial intelligence (AI) processes, enabling broad AI deployment in a firm. The purpose of this study is to explore the role of the AI factory in an entrepreneurship context. How do AI-powered startups leverage AI to grow, and manage data risks? What is the role of venture capitalists in this process? We answer these research questions by conducting an in-depth study of an AI-powered startup: ByteDance. Our study extends both AI and entrepreneurship literature by showing that AI-powered startups adopt the AI factory approach to optimize scale, scope, and learning. Our discussion also emphasizes the critical role played by venture capitalists in assisting AI-powered startups in building AI factories and in reducing data risk. |
| Starting Page | 203 |
| e-ISSN | 19118074 |
| DOI | 10.3390/jrfm14050203 |
| Journal | Journal of Risk and Financial Management |
| Issue Number | 5 |
| Volume Number | 14 |
| Language | English |
| Publisher | MDPI |
| Publisher Date | 2021-05-02 |
| Access Restriction | Open |
| Subject Keyword | Journal of Risk and Financial Management Information and Library Science Artificial Intelligence Scaling Growth Ai Factory Ai-powered Startup Data Risk |
| Content Type | Text |
| Resource Type | Article |
