Your data is worthless to AI (Without a semantic layer)
Gartner just declared the semantic layer a non-negotiable foundation for AI. Most of the industry responded with a blank stare.
This session is the answer to that blank stare.
Your AI has a dirty secret: there is no mechanism in its architecture for truth. Only probability. Every response is a hallucination — most just happen to overlap with the facts. The philosophers figured out why 2,500 years ago, and they also gave us the solution. Plato defined knowledge as justified true belief. RAG is our architecture for justification. But there's a problem — your structured data is wholly inaccessible to it, because your JSON is full of magic strings that mean nothing outside the system that generated them.
This session shows you how to fix that. Not with a new framework, a bigger model, or an enterprise triple store. With a discipline — the discipline of making meaning explicit. JSON-LD, RDFS, OWL, and Schema.org form a standards stack that has been quietly solving this problem for 30 years. Your AI is already fluent in it. Half the web already speaks it. Google built an empire on it.
You'll leave with a concrete understanding of what the semantic layer actually is, why it matters, and — most importantly — how to start building it this week with the APIs you already have.
Your data isn't worthless. AI just doesn't know what it means yet.
About Michael Carducci
Michael Carducci is a seasoned IT professional with over 25 years of experience, an author, and an internationally recognized speaker, blending expertise in software architecture with the artistry of magic and mentalism. His recent book, “Mastering Software Architecture,” reflects his deep understanding of the multifaceted challenges of building resilient, effective software systems and high-performing teams. Michael's career spans roles from individual contributor to CTO, with a particular focus on strategic enterprise architecture and digital transformation.
As a magician and mentalist, Michael has captivated audiences in dozens of countries, applying the same creativity and problem-solving skills that define his technology career. He excels in transforming complex technical concepts into engaging narratives, making him a sought-after speaker, trainer, and emcee for internal and tech events worldwide.
In his consulting work, Michael adopts a holistic approach to software architecture, ensuring alignment with business strategy and operational realities. He empowers teams, bridges tactical and strategic objectives, and guides organizations through transformative changes, always aiming to create sustainable, adaptable solutions.
Michael's unique blend of technical acumen and performative talent makes him an unparalleled force in both the tech and entertainment industries, driven by a passion for continuous learning and a commitment to excellence.
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