Featured essay · AI & organizational design

The Verifiable Enterprise

How AI turns workflows into compounding assets and redesigns the firm

The most important question may not be which jobs agents replace, but which layers of the organizational chart they compress—and what companies must own to make that possible.

Cara Li & David Han (Xinyang Han)Essay 0210 min read

The argument

Why verifiable work may become a compounding enterprise asset.

Agents may compress teams before they replace complete jobs. They can absorb much of the execution and coordination in a workflow while leaving final judgment and accountability with a smaller number of experienced people.

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