Research Lab / Program 03

ED · ACTIVE RESEARCH

Enterprise Design

A research program on operating model shifts and system architecture that enable adaptive, AI-native enterprises.

07 ESSAYS / 02 FRAMEWORKS / 04 ARTIFACTS

What we are trying to understand

  1. 01

    When legacy design rewards stability, what has to change in the operating model so the firm can learn from execution rather than only control it?

  2. 02

    If value creation and monetization are different models, what breaks when an AI-native firm treats them as one?

  3. 03

    Which structural levers actually multiply — and which only look like leverage until the operating model catches up?

  4. 04

    How should the capability stack of a digital firm change when knowledge, workflows, and expertise become reusable organizational layers?

  5. 05

    Why do AI features fail to compound at the enterprise layer, and what would structural integration have to change?

Canonical systems