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Now let's talk about the work.

AI, on purpose.

Conversational and Reactive AI, designed around what the user is trying to do — and built to ship.

→Seamless Agent OS · Momenta CRM · TraderVault LM · TintoProps · Construct AI

Technology that earns its keep.

Two decades of SaaS, retail media, and mobile — complex systems turned into something a real team uses every day.

→NESTRE · Ulta Beauty · ULTRA · Yelo
Teams partner with me
because of my
product judgment +
working code

I lead with the user, not the model.

I work end to end — product strategy, design, and the code that ships it.

I design for trust: what a system explains, when it says "I'm not sure," and when it hands back to a human.

I ship working software, not slideware.

I build design systems that hold as products scale.

Learn more about me

Let's build
something
people use.

from the first question to working software.

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