# Three ways AI actually enters advisory workflows - 明睿咨询 Mingrui Advisory

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# Three ways AI actually enters advisory workflows

From document compression to scenario simulation — how we really use AI on client work

News2026-03-12

![Three ways AI actually enters advisory workflows](https://fsu.creght.com/site/2080607816871055360/1784893904995__mr_1462206092226.jpg)

Over the past year AI went from demo to daily tool in our engagements. The effective uses cluster into three:

## Three postures

- **Compression:** interviews, annual reports and industry research condensed into structured fact lists, humans only verify
- **Scenario simulation:** rapid sensitivity combinations on model assumptions, turning debates from guessing numbers into choosing options
- **First drafts:** process docs and meeting notes drafted by AI, humans keep judgment and trade-offs

The common thread: AI generates, humans stay accountable. Anything that requires signing your name to a conclusion stays human.

## Related Reading

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**Scaling architecture: enough is optimal** 2026-07-08](/en/blog/scaling-architecture-enough-is-optimal.md)

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