Building the semantic foundation for the agentic enterprise.
Hi, I’m Oscar Marin — a Managing Director at EY focused on Data and AI. I help large enterprises turn fragmented data into shared knowledge so their AI systems can actually reason, act, and scale.
My work centers on the layer most organizations skip: meaning. Ontologies, semantic models, and knowledge graphs are what give agentic AI the context it needs to operate reliably across complex business environments. In a world where models and compute are becoming commodities, knowledge is the moat.
Outside of work, I’m a husband and father of two, a lifelong learner, and I build open-source tools and side projects exploring the intersection of AI and everyday life.
How enterprises can unlock AI value by turning data into shared knowledge through semantic models and knowledge graphs.
How a New Open Standard Is Making AI Smarter, Faster, and More Useful.
Why Semantic Models Are the Backbone of Intelligent, Scalable AI Agents in the Enterprise.
How semantic models empower conversational AI to better understand your business.
Older essays on data architecture, MLOps, semantic models, and the practice of consulting in the AI era.