AI-Native Product Builder
I design decision systems and AI-native products where intelligence drives execution and measurable impact.Barcelona
Three Pillars
Product systems, AI orchestration, growth discipline.
Product Systems
Building structured decision frameworks that scale product thinking beyond individual features into compounding systems.
AI Orchestration
Designing multi-agent architectures where specialized AI components collaborate to solve complex business problems autonomously.
Growth + Finance Discipline
Applying P&L thinking and growth mechanics to product decisions, ensuring every initiative connects to measurable business outcomes.
Featured Projects
Systems I've designed and built.
Impact Signals
What I bring to product leadership.
Led orgs 10 → 65+
Scaled product teams across growth stages with structured operating cadences.
Built decision engines & scoring systems
Structured frameworks that encode product judgment and reduce cognitive overhead.
Multi-tenant SaaS foundations (RBAC, event-driven)
Platform architecture for B2B products with proper isolation and extensibility.
AI execution loops across marketing, sales, ops
Orchestrated AI agents that drive measurable outcomes across business functions.
P&L and unit economics mindset
Product decisions grounded in financial reality and business outcomes.
Measurable outcomes across business functions
Focusing not just on output, but on the compound effect of well-orchestrated systems on the bottom line.
Work With Me
Strategic product leadership for companies navigating AI transformation.
Fractional Product Leadership
- AI strategy definition
- Product architecture audits
- Orchestration & system design
- Team structure & decision frameworks
Advisory & Board Support
- Investment-readiness review
- PRD & roadmap critique
- Execution risk evaluation
- Org design & product culture
Mentoring & Education
- Product leadership mentoring
- AI-native product systems
- Guest lecturer at ISDI (2 years)
- Executive workshops
How I Work
A compounding loop, not a linear process.
Discovery
Deep research and user understanding
System Design
Architecture and decision frameworks
Execution Loops
Rapid iteration with feedback
Measurement
Data-driven validation
Compounding
Systematic knowledge accumulation
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Let's Build Serious Things
If you're building an AI-native product, scaling a product org, or need senior product judgment — let's talk.