Goodbye ETL: Building real-time AI pipelines in-database

Today’s AI stacks are riddled with ETL jobs, brittle connectors, and duplicated pipelines across databases and model layers.

This online session shows how to collapse all that complexity into a single, real-time system using SurrealDB.

We’ll walk through building intelligent AI pipelines without external graph engines, vector stores, or job schedulers. You’ll see how to model both structured and semantic flows in one place, all powered by SurrealDB’s native graph and vector support.

In this session, we’ll demo:

• How to eliminate traditional ETL steps when designing AI pipelines
• Storing both tabular and vector data inside SurrealDB
• Building live-updating semantic layers for AI-driven products
• Deploying your system with just a few clicks on Surreal Cloud

Whether you're scaling LLM apps or trying to simplify your stack, this talk will show you how to build production-grade AI systems with fewer moving parts.

Agenda

• Intro and meet the community – 10 minutes
• Building Real-Time AI Pipelines with SurrealDB – 40 minutes
• Q&A – 10 minutes

👉 New to SurrealDB? Get started here.

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Working on an interesting project that you would like to share with the community? Submit your talk here.

FAQs

Is this event for me?
SurrealDB events are for software engineers, developers, architects, data scientists, data engineers, or any tech professionals keen to discover more about SurrealDB: a scalable multi-model database that allows users and developers to focus on building their applications with ease and speed.

Are there any House Rules?
At SurrealDB, we are committed to providing live and online events that are safe and enjoyable for all attending. Please review our Code of Conduct and Privacy Policy for more information. It is compulsory for all attendees to be registered with a first and last name in order to attend. Any attendees who do not adhere to these requirements will be refused a ticket.

Am I guaranteed a ticket at this event?
Our events are tech-focused and in the interest of keeping our events relevant and meaningful for those attending, tickets are issued at our discretion. We therefore reserve the right to refund ticket orders before the event and to request proof of identity and/or professional background upon entry.