5th May 2026
Interactive Map

Atoms of Enterprise AI Deployment

Twenty-four atoms. One hundred and forty-five bonds. The chain only holds when the bonds do.

Most AI rollouts treat themselves as a list of activities. Senior coaching done. Training delivered. Tools rolled out. The map below treats it as a chain of atoms instead, held together by bonds that either carry weight or don't. Seven links along the spine: a map of the dependencies between adoption and value capture, not a fixed order. Every link is only as strong as the audience it actually reaches, and the chain holds where its weakest link sits.

Business outcome → baseline → owner → selected workflows → capacity captured

This map covers adoption and the changes needed to capture value in the existing business. New products and revenue are a separate kind of work, shown in the Value Map. Name the business outcome first, and name the decision-makers and owners; then inspect the workflow and role changes needed to achieve it, and the dependencies that might prevent them.

How to read this map

Hover any atom to see the bonds it sits inside. Click any atom to pin it. The inspector below the chart shows what it is, what it connects to, and the notes that didn't fit the spine. Hover any bond to see its source and type.

Try this

  1. Click L5 Process re-engineering to read why it breaks for most organisations.
  2. Click L7 Roles and teams, the link the chain ends on, then explore a team design.
  3. Hover any of the bonds running into them to read what's true about each connection.
Hover an atom. Click to pin.

Same data, in a circle

The same atoms and bonds, laid out as a chord diagram. Each node is sized by degree. Hover to highlight connections; click to pin.

A working map of how AI transformation initiatives, audiences, and external pressures cascade through the seven-link chain of enterprise AI deployment. Hover any atom to see its bonds. Click to pin the inspector below.

Atom inspector

Click any atom to see its bonds and the notes that didn't fit the spine.
Saturday AI Thoughts — David Boyle

This is an artefact created for David's weekly email. See the others here.