Diffusion

Cadence

We build the capability with the enterprise.

The fastest path is not to throw tools over the wall. It is to identify a small number of high-context operators, give them the practices and systems required to move at the frontier, and use live business work as the training ground.

Every engagement has to produce both software and institutional capability. The first workflow should work; the second should be easier because the company now has builders inside the room.

  1. 01

    Observation

    1-2 wk

    Map the enterprise surface: users, permissions, data seams, current workarounds, risk, and the decisions where AI could compound judgment.

  2. 02

    Immersion

    1-3 wk

    Bring selected domain experts into the Diffusion operating rhythm so they can absorb frontier applied AI practice instead of outsourcing the work.

  3. 03

    Factory

    4-8 wk

    Build the first reusable workflows: evals, agent patterns, retrieval, controls, deployment paths, and the habits needed to keep shipping.

  4. 04

    Operating Model

    Ongoing

    Expand from one bottleneck to a broader agentic operating model, with ownership moving toward the customer's internal builders.

Begin observation →