Nathanael Tyre
I build AI systems that real teams use in real workflows. Independent, operator-led, no hype. One workflow shipped well beats twelve audits skimmed over.
Where this comes from.
I'm Nathanael Tyre Conway. NathanaelTyre.ai is my independent practice, operating as Tyred Labs, on personal time and with no relationship to any current or former employer.
Most of what I know about AI in real organizations comes from doing this work full-time, inside one. I founded the For All Intelligence Network, the company's AI business resource group, from scratch — running its first meetings, writing its first guidelines, and building its first agents end-to-end — and 60% of the company joined. I've shipped 15+ AI systems across six business functions — including the company's first production agent, its first multi-agent orchestrator, and its first custom internal app. Three of those are company-wide agents; dozens more are team- and individual-level builds that solved a specific problem for a specific person. I've designed an AI literacy curriculum and delivered it company-wide, moving people from "quietly using ChatGPT in browser tabs no one sees" to a shared baseline of fluency, with the most-engaged folks now leading their own builds.
For more on the public AI projects I've shipped, see my LinkedIn.
What I actually do.
Three principles run underneath every engagement. They're worth naming up front because they're the reason this practice looks different than most AI consulting.
Draw the line before drawing the diagram.
Most AI projects fail not from bad models but from twelve simultaneous priorities. The first move is always: which workflow is worth the investment, and why this one over the other eleven.
Ship one thing all the way.
A working agent in one workflow beats a 60-page roadmap covering all of them. The Build Sprint exists because momentum lives in shipped work, not in slide decks.
Operator-led, not consultant-led.
Everything I recommend comes from one of two places: work I've done inside real organizations, or a current read on where AI operators, builders, and orgs are pushing the edge. When there is no historical reference point, I'll say so, scope carefully, and design from first principles.
The shortest path in: the Quiz.
Five minutes. An org score and a personal AI score, a named pattern, a directional dollar figure for what the gap is costing, before any conversation.