Applied business architecture · Method, agent, judgment

Business architecture you can put to work.

Use the Cookbook to structure the work, take the SCALE Agent Kit to your own AI to accelerate it, and use the Field Notes for the judgment no template or agent can supply.

  • No registration
  • No email capture
  • No paywall
  • Vendor-neutral

Three connected parts

Method, acceleration, and judgment.

Each part stands on its own. Together they support a continuous architecture practice from the first question through governed analysis, reusable work products, and institutional learning.

01 · Cookbook

Methods for doing the work

Start from a real problem, choose a focused recipe, and produce only the architecture needed for the decision.

  • 35 applied recipes
  • 12 reusable work products
  • One connected Northstar case study
Open the Cookbook
02 · SCALE Agent Kit

A portable agent for your AI

Load the kit into an approved AI environment and use it to connect evidence, structure architecture, analyze relationships, and prepare governed work products.

  • Agent instructions and launch prompt
  • Portable JSON and CSV workspace
  • Reference method and worked example
03 · Field Notes

Judgment from applied practice

Use the writing to think through operating models, practice design, leadership, stakeholder dynamics, and the failure modes behind the artifacts.

  • 11 published essays
  • Organized by the problem being addressed
  • Linked back to practical architecture work
Browse the Field Notes

The decision is the unit of work. The Cookbook provides method, SCALE accelerates governed architecture work inside the user’s AI, and the Field Notes develop the judgment required to use both responsibly.

The Cookbook

Start with a common problem, then go deeper.

These are three useful entry points into the method. The full Cookbook contains 35 applied recipes, reusable work products, and the connected Northstar case study.

Recipe 01

Turn an executive question into a BA engagement

The request arrives as a solution, a vague transformation, or a demand for “a capability map.”

Use this recipe
Recipe 02

Build a capability map without drawing the org chart

The first draft mirrors departments, applications, or process steps instead of stable business abilities.

Use this recipe
Recipe 04

Scope an initiative with a capability–value impact grid

Scope is expressed as features, applications, or a project charter with no enterprise impact logic.

Use this recipe

SCALE Agent Kit · Bring your own AI

Take the operating model to the AI you already use.

Strategic Capabilities Architecture Linkage Engine packages a disciplined architecture workflow into a portable kit. The user brings it to an approved AI environment, supplies the question and authorized evidence, and remains responsible for interpretation, approval, and formal decisions.

Version 0.5 includes the controlling agent instructions, launch and setup guides, structured workspace files, analysis method, reference architecture, and completed Northstar walkthrough.

Field Notes · Writing

What the method cannot reduce to a checklist.

Essays on judgment, failure modes, practice design, leadership, and the awkward parts of applying business architecture inside large organizations.

Models, Information & Tools

When the Business Object List Gets Out of Control

How business architects can govern an unruly business object model, preserve canonical business meaning, model lifecycles and states, and connect business objects to automation without collapsing business architecture into data or solution design.

Read Field Note

Why I built it

I came to business architecture from operations.

I did not begin on a traditional enterprise-architecture track. I came out of freight operations, where decisions had immediate effects on safety, service, labor, cost, and customers.

I was new to the discipline, learned it while doing the work, helped stand up a business architecture practice, and served as the senior business architect during the separation of a Fortune 500 company.

That path made the central problem obvious: business architecture is often taught as a set of clean concepts, but practitioners succeed or fail at the linkages, judgment calls, governance, and translation into action. This site publishes the practical material I wish I had at the beginning.

Ask Stephen

Bring a real BA problem.

Send one focused, sanitized question by email. I can help you choose the right artifact, critique a model, think through a practice problem, plan CBA study, or frame a career move into business architecture.

No form. No account. No sales sequence.

Do not send confidential, customer, employer, or proprietary material.

How direct support works