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Real-Time Pipelines, Semantic Layers & AI-Ready Foundations

Event artwork for Real-Time Pipelines, Semantic Layers & AI-Ready Foundations

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What to expect

The Manchester Databricks User Group is bringing together data professionals, engineers, and AI practitioners for an evening of real-world insights on building production-ready data platforms. This meetup explores the cutting edge of data engineering — from real-time CDC pipelines to semantic layers that power both analytics and agentic AI workflows.

What You'll Learn

This event features three expert-led sessions tackling the practical challenges of modern data architecture:

From Day-Old Data to Real-Time Retail with Cassidy Louch (Lead Data Engineer, ASDA) — discover how ASDA transformed legacy batch CDC into real-time pipelines using Spark Declarative Pipelines, AutoCDC, and Lakeflow Connect. Learn from both successes and pitfalls of moving to real-time architectures, and see how to streamline complex ingestion workflows into scalable, modern solutions.

Scaling Trusted Decisions with Anna Gatty and Declan Watson (Databricks Solutions Engineers) — explore how to build a governed semantic layer that eliminates fragmented KPIs and enables both self-service analytics and AI-ready workflows. This session covers Unity Catalog, UC Metrics, and Genie, showing how to create a foundation for trusted decision-making and agentic AI at scale.

Delta Sharing at Scale with Peter Murty (Director of Technology, Flutter Entertainment) — see how to enable governed data sharing across multiple brands while maintaining control and trust. Learn practical approaches to creating centralised views from distributed datasets, standing up data sharing platforms in 3-4 months, and scaling adoption to deliver measurable business outcomes.

Who Should Attend

This meetup is ideal for data engineers, analytics engineers, data platform architects, and anyone working with Databricks or building modern data infrastructure. Whether you're modernising legacy pipelines, implementing semantic layers, or scaling data sharing across your organisation, you'll gain actionable insights from practitioners solving these challenges in production.

Event Format

The evening includes three technical sessions with pizza and refreshments served throughout, followed by drinks and networking. Expect practical demos, real architecture patterns, and plenty of time to connect with the local data and AI community in Manchester.

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