Tech Show Frankfurt 2026

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From Raw Data to AI-Ready Insight: Why Data Modeling Is the Backbone of Modern Data Strategy

06 May 2026
Data & AI Engineering

As organisations race to adopt AI and advanced analytics, many discover that success depends less on algorithms and more on the structure and quality of their data. At the heart of a resilient data strategy lies data modeling—the discipline that transforms fragmented raw data into trusted, reusable, and AI-ready assets.
This session explores the critical role of data modeling within modern medallion architectures (Bronze, Silver, and Gold layers), showing how thoughtful modeling practices progressively refine raw data into governed, business-aligned information products. Attendees will learn how effective models in the Silver and Gold layers create a consistent semantic foundation that supports analytics, operational reporting, and emerging AI use cases.
We will also examine how strong data models enable organisations to scale AI and machine learning initiatives, ensuring models are trained on well-defined, trustworthy data rather than inconsistent or poorly understood datasets. By aligning medallion architecture with robust conceptual, logical, and semantic models, organisations can reduce complexity, improve data trust, and accelerate the delivery of AI-powered insights.
Join this session to discover why data modeling is not a legacy discipline, but a strategic capability essential for modern data platforms and AI-driven enterprises."

Speakers
Geoff Hodgkinson, Presales Consultant - Quest Software
Delivered by: Quest

Audience

Strategic,Technical
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