A Viewyonder field guide — published as it is written

Stater

The operating discipline for AI value. A sub-discipline of FinOps for AI that turns token spend into a measured, governed, optimised practice — and gives the business permission to scale AI without flying blind.

What it is

Tokens are the unit of accounting, the way compute-hours were the unit of cloud FinOps — but the discipline reaches further, into model selection, architecture, agentic guardrails, and the cost of being wrong. Stater is a named sub-discipline of FinOps for AI, not a rival framework.

Who it's for

Written for the AI FinOps Lead — the person who owns the translation between token mechanics and the P&L — with asides for the CFOs and CTOs they work alongside. It is not cost-cutting; it is permission to scale.

The field guide

Twelve sections, published one at a time as each is written. 1 live so far.

Section 1

The Moment: Why Stater, Why Now

Coming soon
Section 2

What Stater Is (and What It Isn't)

Published
Section 3

The Physics of a Token

Coming soon
Section 4

The Finance Layer — For the CFO

Coming soon
Section 5

The Engineering Layer — For the CTO

Coming soon
Section 6

The Decisions That Matter

Coming soon
Section 7

Patterns in the Wild: Four Industry Shapes

Coming soon
Section 8

Case Studies

Coming soon
Section 9

The Stater Stack: Vendor Landscape

Coming soon
Section 10

The 90-Day Playbook

Coming soon
Section 11

The AI FinOps Lead: A Role Specification

Coming soon
Section 12

What's Next: Stater in 2027

Coming soon