AI product strategy
Turn a promising idea into an executable product and technical roadmap.
Independent AI engineering advisor
Building AI that
survives reality.
I help technology leaders turn ambitious AI ideas into products, platforms, and engineering practices that perform in the real world.
Explorethe writing↓
The hard part is rarely the model. It is designing the system around it—product judgment, evaluation, architecture, and teams that learn.
Field notesIdeas for people
Ideas for people
building with AI.
Long-form essays on AI engineering, product strategy, and the work of moving from possibility to production.
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Your AI team does not need another prototype. It needs an operating model.
Why the distance between a compelling demo and a dependable AI product is mostly organizational—and how strong teams close it.
Evaluation is product strategy, not a final quality gate.
A practical framework for turning vague expectations into evidence that improves product decisions, not just model scores.
What changes when an agent survives the demo.
The unglamorous architecture choices that make agentic systems observable, governable, and worth trusting in production.
AdvisoryClear thinking.
Clear thinking.
Useful momentum.
I work directly with founders, product leaders, and engineering executives at pivotal moments—from first strategy to production reset.
Discuss your challenge ↗Engineering architecture
Design production-grade AI systems with the right evaluation and control layers.
Team & delivery
Build the operating model, practices, and confidence to ship repeatedly.
About FábioEngineering depth,
Engineering depth,
business perspective.
I advise leaders who want their AI work to become an enduring capability—not a collection of experiments.
My approach connects technical architecture with product choices, team design, and the evidence needed to invest with confidence. The goal is simple: make the next decision clearer and the system behind it stronger.
Get in touch ↗