Context-first AI development
Stop prompting.
Start specifying.
33 brand specifications. One portable imprint. Drop it into any AI platform and your output goes from generic to unmistakably yours — sounding like your founder, converting like your best campaign.
Same product. Different intelligence.
See what happens when AI actually understands your brand.
The work speaks.
7 projects. 5 domains. One methodology.
Irish heritage DTC jewelry — $2M+ annual revenue, BIOS-powered since Q4 2025
“The original testbed. Celtic Knot proved that a BIOS-powered brand with emerged AI agents outperforms a traditional ad-heavy approach by orders of magnitude.”
DTCSpiritual wellness DTC — tarot, oracle, creative products. First use of Agentic Emergence
Multi-tenant agentic commerce intelligence platform — the methodology as a product
Gamified SaaS — gift-first local business website builder with Freedom Tower MRR viz
Hyperlocal service marketplace for island life in Thailand. Flutter + Supabase
Falsifiable hypothesis linking structure, self-measurement, and consciousness — published on Zenodo
This site — the methodology showcase, conversion layer, and build-in-public journal
The Methodology
Built from $2M in mistakes.
Refined across 7 projects, 5 domains, and 20 years of ecommerce. One constraint-first methodology — tested on Celtic Knot ($12M+ revenue since 2018), and published as replicable science on Zenodo.
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The Founder
This isn't a course. It's a system I built because I needed it.
I spent $2M on agencies, courses, and tools that promised results. Most delivered templates. So I built my own constraint-first methodology — tested it across 7 projects and 5 domains, published it on Zenodo, and now it's yours.
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