Projects

Selected systems, prototypes & standards.

When you understand architecture, domain boundaries, and first principles, AI makes it possible to turn a concept in your head directly into working software.

Grouped below by the questions they explore—from programme scoping and macroeconomic simulations to everyday decision tools and open protocols. Built as ideas formed and shared as-is rather than actively maintained commercial products.

01

Applied AI & Architecture Prototypes

Working applications built to test programme scoping, procurement intelligence, and AI readiness concepts in practice.

02

Decision Instruments & Visual Explorations

Turning field notes on corporate theater, urgency, sufficiency, and macro systems into interactive simulations and fun explorations.

03

The Open Standard (ODGS)

An Apache 2.0 open-source protocol on GitHub, PyPI, and NPM (DOI: 10.5281/zenodo.18564270).