Research Lab / Program 01

AS · ACTIVE RESEARCH

Agentic Strategy

A research program on the operating model shift that enables AI-native organizations to think, learn, and act with strategic intent.

08 ESSAYS / 01 FRAMEWORK / 02 ARTIFACTS

What we are trying to understand

  1. 01

    How does strategic intent propagate through systems containing autonomous actors?

  2. 02

    Where should organizational authority live when execution becomes probabilistic?

  3. 03

    What compounds — models, workflows, context, institutional memory, or combinations?

  4. 04

    When agents persist beyond a prompt, what is the unit of strategic design: the model, the stack, or the workflow?

  5. 05

    If isolated AI features fail to compound, where should intelligence be embedded so advantage accumulates in the system rather than the interface?

Canonical systems