Building Systems That Compound.
AI. Enterprise Platforms. Long-Term Thinking.
I lead AI-native product strategy at enterprise scale, build durable physical assets, and write about systems that create real, compounding value.
About
I work at the intersection of enterprise AI, product strategy, and systems design.
At OutSystems, I lead AI & AppDev product strategy — focused on turning agentic AI from experimentation into production reality for enterprise platforms.
Beyond software, I'm building Grounded — a long-term physical asset designed with the same principles: context, resilience, and compounding value over time.
I care about building things that get stronger with age, not weaker.
Focus
Enterprise AI & Agentic Systems
Designing AI-native platforms that operate safely at enterprise scale — not demos, not prototypes, but production systems with governance and leverage.
Systems & Compounding Assets
Building assets — digital and physical — that increase in capability and value through structure, not noise.
Writing & Thinking
Essays on AI-native product, enterprise operating models, leverage, and long-term decision making.
Selected Writing
The Mesh Beats the Nodes
Everyone is optimizing the agents. Nobody is building the infrastructure between them. We've been here before.
Context Is the Chassis: Why Your Agents Need Architecture Before They Need Intelligence
Enterprise agents fail when context is bolt-on; build a unified context architecture first.
Models keep you secured in the enterprise vibe
Vibe coding isn't broken—it just needs a chassis. How a 12-year-old patent on model-based security turns AI-generated code into enterprise-grade software.
The "Text-to-Code" Wall: Why Visual Models Are the Missing Link in Agentic AI
An honest take on 'Vibe Coding' in the enterprise — why text-to-code hits a wall at scale, and how visual models become the chassis for AI-driven development.
You too can be a Product Manager
A simple set of arguments that will openly invite someone to consider being a PM — domain knowledge, leadership, and unlimited curiosity.
Grounded
Grounded is my long-term experiment in building a physical system with the same principles I apply to enterprise platforms: context, structure, and time.
A living asset designed to compound — economically, ecologically, and structurally. Where life slows down, connections deepen, and nature thrives.
Mentoring & Strategic Conversations
I work with a small number of founders and product leaders navigating AI-native transformation and long-term strategy.
Typical conversations include:
- Enterprise AI strategy and agentic systems
- Designing product organizations for the AI era
- Moving from experimentation to production reality
- Thinking clearly under strategic pressure
If this resonates, reach out.