AI product leader, designer, and strategist. 25 years turning complex products into something people actually use. Now designing AI-native, end to end.
I'm David Cervantes. I design and build AI-native products end to end — from the first question about who the system is for, through working code a team can ship. I started on the agency side when "digital" still meant print-to-web, then re-learned the craft every time the medium changed: desktop, mobile, now AI. That's the throughline — staying useful as the ground keeps moving.
What's kept me here is the same thing since day one: I'm on the user's side. The tools change; the job of making something people can actually understand and trust doesn't.
I work remotely with teams anywhere. I own the whole arc — naming a product, building its brand, designing the experience, and writing the working code that ships it. Recent AI-native work — TraderVault LM, TintoProps, Construct AI — sits on top of two decades of enterprise product design (NESTRE, Ultra, Ulta Beauty, and years of client work before that). The depth is what makes the AI land: I know how a product meets the market because I've shipped through every layer of it.
And I work through methods I've built along the way — Intent-Centered Design, Reactive AI, and Conversational Flow Mapping — so the process is repeatable, not a guess each time.
I start with the real problem, not the brief. That's Intent-Centered Design — a look through the user's eyes first, then from the inside out: audience, constraints, what everyone is actually trying to solve. Research is where that gets clear.
From there I define a direction and design it — and with AI, that means designing for trust: what a system should explain, when it should say "I'm not sure," when it should hand back to a person. Then I build. Working prototypes, not slideware, so the idea gets tested for real, fast, and engineering has something concrete to run with.
I don't chase trends. I use them when they earn their place and skip them when they don't. Innovation isn't being new — it's being relevant, right now.
Every project gets the same care, whatever the size: thoughtful, well-made, built to last. Curiosity and a sense of humor are design tools too — usually where the good ideas start.