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AI Webinar - Enterprise Scale with AI-Driven Insights

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About this event

What to expect

Discover how enterprise-scale organisations are revolutionising their data architecture by replacing traditional cloud data warehouses with a powerful Postgres-centric approach enhanced by AI-driven insights. This virtual webinar, part of the AI Deep Dive series hosted by Madrid AI Developers Group in collaboration with Aiven and Google Cloud, explores how modern data infrastructure is collapsing into something remarkably elegant: OLTP + Lakehouse, with Postgres at its core.

The Death of the Modern Data Stack

The database wars of the 2010s have concluded with surprising results. HTAP, NewSQL, and streaming databases have all fallen away, whilst cloud data warehouses emerged victorious. But here's the fascinating twist: the very innovations that powered warehouse dominance—separation of storage and compute, vectorized execution, columnar formats—are now ubiquitous across the ecosystem. This webinar demonstrates how forward-thinking enterprises are leveraging these capabilities without paying the "legacy warehouse tax."

Marko Bocevski from Aiven leads you through a real-world case study examining how Conrad Electronic manages complex transactional and analytical workloads at massive scale using open-source patterns. You'll witness a practical architecture that eliminates the complexity of Debezium, Kafka, and reverse-ETL pipelines by writing directly from Postgres to Iceberg tables with zero ETL overhead.

AI-Powered Analytics in Action

The session showcases how Large Language Models transform lakehouse querying, enabling natural language interaction with complex datasets. This "AI Layer" creates a seamless loop between transactions and intelligence—the Bridge (Postgres to Iceberg), the Brain (LLM-powered insights), and the Result (simplified architecture delivering actionable intelligence). Expect a live demonstration revealing how this integration operates in production environments.

What You'll Learn

Enterprise-Grade Patterns: Understand how organisations navigate data at scale using battle-tested open-source technologies

LLM Integration Workflows: Practical approaches for applying AI to both transactional and analytical data

Modern Architecture Blueprint: A clear technical specification for Postgres + Iceberg + AI integration

Live Implementation Demo: See the complete stack operating in real-time

This webinar suits data engineers, architects, and developers seeking to modernise their analy

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