22-25 April 2026 
AgentBricks vs Mosaic AI
Proposed session for SQLBits 2026TL; DR
Databricks now offers two paths for building enterprise AI agents: AgentBricks and Mosaic AI. Join Tori and Gavi, 2 AI MVPs as they compare these capabilities, architecture, and ideal use cases. We’ll explore how AgentBricks simplifies agent creation with automated evaluation, synthetic data, and low‑code workflows, while Mosaic AI provides the broader infrastructure for model governance, routing, observability, and production‑grade agent systems. Attendees will learn when to use each, how they work together, and how to build scalable agentic applications across the Databricks platform.
Session Details
Databricks now offers two paths for building enterprise AI agents: AgentBricks and Mosaic AI. Join Tori and Gavi, 2 AI MVPs as they compare these capabilities, architecture, and ideal use cases. We’ll explore how AgentBricks simplifies agent creation with automated evaluation, synthetic data, and low‑code workflows, while Mosaic AI provides the broader infrastructure for model governance, routing, observability, and production‑grade agent systems. Attendees will learn when to use each, how they work together, and how to build scalable agentic applications across the Databricks platform.
3 things you'll get out of this session
- Learn when to use AgentBricks
- Learn when to use Mosaic AI
- Learn how to build a platform with both in mind
Speakers
Tori Tompkins
toritompkins.co.uk/blog
Tori Tompkins's other proposed sessions for 2026
Unlocking the Potential of Retrieval-Augmented Generation (RAG) with Advanced Patterns - 2026
You Think Your MLOps Can Scale GenAI? Think Again. - 2026
No Code Agents with AgentBricks - 2026
Real-Time AI with Databricks Online Feature Stores: Powered by Lakebase - 2026