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Enterprise-Scale AI-Driven Insights: Building Modern Data Stacks with Postgres + Iceberg

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About this event

What to expect

This virtual webinar from the Dublin AI Developers Group tackles a provocative question: why pay for expensive analytics when modern Postgres can handle enterprise-scale workloads? Part of the AI Deep Dive series hosted by Aiven and Google Cloud, this session explores how the data stack is collapsing into a simpler architecture—OLTP plus Lakehouse—with Postgres at its core.

What You'll Learn

Marko Bocevski from Aiven will demonstrate how Conrad Electronic, a massive enterprise, manages complex transactional and analytical data without legacy data warehouse costs. The session reveals how innovations that made cloud data warehouses dominant (separation of storage and compute, vectorized execution, columnar formats) are now available everywhere, fundamentally changing the game.

The webinar covers three critical components of modern data architecture:

The Bridge: Writing directly from Postgres to Iceberg tables with zero ETL—eliminating the complexity of tools like Debezium and Kafka that traditionally glue systems together.

The Brain: Using large language models to query your lakehouse in natural language, transforming how teams extract insights from complex datasets without writing SQL.

The Result: A simplified architecture that closes the loop between transactions and intelligence, replacing the "duct tape" approach of traditional data pipelines.

You'll see a live demonstration of Postgres + Iceberg + AI integration in action, plus learn enterprise patterns from Conrad Electronic's real-world implementation. The session provides a practical blueprint for teams looking to modernize their data stack while reducing complexity and cost.

Who Should Attend

This webinar is ideal for data engineers, ML engineers, and technical architects working with enterprise-scale data systems. Whether you're evaluating alternatives to expensive analytics platforms or exploring how AI can enhance data workflows, you'll gain actionable insights from this session. Developers interested in lakehouse architectures, open-source data patterns, and AI-driven analytics will find particular value.

Can't attend live? Register anyway to receive the recording and join the global AI community on their Discord server for ongoing discussions, learning materials, and networking with developers worldwide.

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