Rethinking Workflows in the AI Era: Dozens of People May Do What Once Required Thousands
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Collected in Robin Shen’s Field Notes · Content type and attribution are shown above
English translation of the Chinese post originally published 2023-05-10. Translated 2026-10-31 with AI assistance. Historical figures and claims have not been updated or independently verified. 中文原文
Reading guide
The post first quotes Wang Xing: a company’s starting point is not watching competitors but focusing on customers and creating value for them. A company can exist only if customers are willing to pay. Robin then adds that the internet has produced many new services, and now the AI moment has arrived. He expects many existing workflows to be disrupted or reinvented. Services that once required hundreds or thousands of people may become possible with a few dozen or ten-plus people. They are worth reimagining and doing over again. This is Robin’s expectation as of May 2023.
Key points
- Quotation: Wang Xing emphasizes customer focus; creating value is the foundation of a company’s existence.
- Robin expects AI to disrupt many existing workflows.
- Small teams may do what once required thousands or tens of thousands of people.
- Many things are worth reimagining and doing over again; Robin’s expectation as of 2023.

Full text — English translation
These articles are personal notes, book excerpts, and collected reprints. Figures and events reflect the time of the original publication, are not current information, and do not constitute investment advice.
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