natural technologist · tech, AI, and the living world

I find answers to questions in nature.

coherence architect · researcher · author

Regenerative inspiration is all around us. Converse with the living world — and the tech, the strategy, the systems thinking emerge.

I think about how intelligence organises itself — in nature, in consciousness, in code. It's what I research and write about for those who think about it too.

currently consulting · probably outside

Coursera

Coherence at platform scale

Built the content ops infrastructure and content design system — standards, patterns, and governance — that became the shared architecture for cross-vertical teams delivering global education to learners, enterprise, institutions, and governments. Applied at the scale of millions: the framework holds.

coherence architecture content ops still in use

serving millions of learners worldwide

Airbnb

First internal AI model for help

Proposed, designed, and launched Airbnb's first internal AI model for the help centre — from strategy through training data, evaluation, and rollout. The model enabled global self-serve support and is still in active use. The first proof that the framework applies at AI/ML scale.

AI systems coherence architecture still in use

significant financial impact · first internal AI model

UX Content Collective

AI transformation curriculum · four years

Taught the Intro to Content Ops and AI Content Strategy workshops at UXCC from 2022 to 2026 — training content professionals, program managers, and consultants at Fortune 100 and Fortune 500 organisations. The curriculum preceded the formal framework by three years and proved it at scale.

education AI strategy Fortune 100 & 500

hundreds of practitioners trained · 2022–2026

Luxe Incentives

Seven-figure exit horizon

Coherence architecture across both arms of an incentive travel and AI platform business — building the governance, the client development framework, and the two-year succession exit strategy that enabled enterprise contracts with Rocket Money, Abbott, and Celebrity Cruises.

exit strategy coherence architecture $6M+ pipeline

read the field note →

Get in touch

For work enquiries, speaking, mentorship, or just a conversation worth having.