Who may decide is a different router from which model is cheap enough to call.
Enterprise AI Consultant
Transformation Lead
Marco Lewis
AI Systems Architect / Agentic Product Builder
Solutions for problems not yet identified. Stay ahead of the curve.
I design governed AI systems for enterprises that cannot afford theatre: architecture, operating method, and production surfaces that stay honest under commercial pressure.
Selected work
Three systems. Evidence first.
No invented metrics, no borrowed logos, no fake testimonials. Each case is drawn from shipped code and live surfaces — including what is still partial.
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DOME + Claire
Agentic commerce for Australian mattress retail: catalogue, SEO→AEO, and a sleep concierge that turns a consult into a qualified retailer handoff.
7ARCH governed delivery
The operating system I run deliveries on. Authority routing is not model routing. ADE-F.T names the formalisation — it is not a SaaS SKU.
Hawk AEO / NIGHTHAWK
Defence-aerospace intelligence: a free AEO acquisition layer that hands off to a Cloudflare product glass, API, and Telegram bot.
How I work
Commercial pressure, then software.
Thirty years through news, luxury retail, global trade operations, and housing — then ML-Nightworx agentic systems. The method is the same: name the real constraint, gate irreversible actions, ship something that can be audited.
Quotes, secrets, and jurisdiction are Commander gates. A halt is a successful outcome.
Commercial actions stay in draft until a human approves. Go-live is a gate, not a vibe.
If the dataset is incomplete, the surface says so. Theatre does not survive procurement.