The GPT Agency / Whitepaper

Artificial Brand Intelligence

One structure.
A distinctive soul.

A living whitepaper for a world where brands become personalities.

Our product thesis and plain-English operating procedure, organised by topic. Explore the character, the controls, the evidence and the economics.

A working edition

We distinguish the implemented local prototype from the proposed platform. These are independent illustrative concepts, not official client deployments.

Start with the vision

Explore the chapters

Evidence and demonstrations

The working paper links to the underlying research. Pre and Arthur bring the framework to life.

Source edition: 4 October 2026 · Updated as the product develops.