From interfaces to intelligent systems.

Product designer, user advocate, and strategist — 25 years turning complex products into something people actually want to use, now designing and building AI-native.

Who I am

I'm David Cervantes. I started on the agency side, back when "digital" still meant print-to-web — making brands work across every channel a campaign touched. I've re-learned the craft every time the medium changed: desktop, mobile, and 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 like owning the whole arc — naming a product, building its brand, designing the experience, and writing the working code that ships it. I've taken NESTRE, Ultra, TintoProps, and Construct AI from a name and an identity through to a working product. The agency years taught me to see a product the way the market meets it, so I build with go-to-market in mind and less gets lost in the handoffs.

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.

Approach

I start with the real problem, not the brief. I look at a product through the user's eyes first, then from the inside out — the audience, the constraints, and the thing everyone's actually trying to solve. Research is where that gets clear.

From there I define a direction and design it. With AI, that means designing for trust: what a system should explain, when it should show its uncertainty, and when it should hand back to a person.

Then I build it — working prototypes, not slideware — so the idea gets tested for real, fast, and engineering has something concrete to run with. My part isn't just execution; it's bringing clarity and shipping something that works.

Philosophy

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, and built to last.

And curiosity and a sense of humor are design tools too — they're usually where the good ideas start.

What I bring

Capabilities
Research & discoveryBrand & product namingAI & conversational designProduct strategyDesign to working code
Method
Intent-Centered DesignConversational Flow MappingReactive AIDesign Thinking
Toolbox
Figma · FramerClaude Code · CursorVercel · Supabase
Industries
FintechReal estateConstructionHealthcareEd techRetail & e-commerceBlockchain / Web3

Let's build something people actually use.

from the first question to working software.

Let's talk
david.cervantes AI product designer & strategist
Available for select contract engagements