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Wed, April 28Data & Intelligent SystemsArchitecture & Distributed SystemsAI-Native Software
The meaning needed for an enterprise semantic layer may already exist across the systems an organisation runs: in its code, schemas, ETL, and the domain knowledge of the people who work with them. From this perspective, building an ontology is less about inventing meaning and more about recognising and extracting what is already there.
In this session, you will first see a live demonstration of what a working semantic layer does and the capabilities it provides. You will then work through a step-by-step blueprint for extracting that capability from existing systems without requiring a rewrite.
Drawing on a decade of experience applying this approach, the session presents a repeatable process that moves from the first file to a working semantic layer incrementally, with each step intended to deliver value before proceeding to the next. You will leave with a practical approach for turning the meaning already embedded in your organisation’s systems into a semantic layer for AI.
What You Will Learn
How to identify meaning already embedded in code, schemas, ETL, and existing systems
What a working semantic layer does and the capabilities it provides
How to extract a semantic layer from existing systems without requiring a rewrite
How to build the layer incrementally using a repeatable, step-by-step process
Who Should Attend
Data Architects, Software Architects, Data Engineers, AI Engineers, Platform Engineers, and technical practitioners responsible for enterprise data, semantics, or AI systems.
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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 upcoming 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 architecture and holistic 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 and emcee for 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.
