Inside Databricks AI Gateway: What Actually Changed

📰 Medium · Machine Learning

Learn about Databricks AI Gateway's new features, including LLM governance and MCP control, and how to apply them using observability SQL

intermediate Published 22 Apr 2026
Action Steps
  1. Run observability SQL queries to monitor LLM performance
  2. Configure MCP control to manage model access and permissions
  3. Apply LLM governance to ensure compliance and regulatory adherence
  4. Test AI Gateway's new features using sample datasets and workflows
  5. Compare the performance of different LLM models using AI Gateway's metrics and logging
Who Needs to Know This

Data engineers and machine learning engineers can benefit from understanding the new features and capabilities of Databricks AI Gateway to improve their workflow and model management

Key Insight

💡 Databricks AI Gateway provides a unified platform for managing and governing LLMs, enabling data engineers and ML engineers to streamline their workflows and improve model performance

Share This
🚀 Explore Databricks AI Gateway's new features: LLM governance, MCP control, and observability SQL! 📊

Key Takeaways

Learn about Databricks AI Gateway's new features, including LLM governance and MCP control, and how to apply them using observability SQL

Full Article

A hands-on look at Unity AI Gateway — LLM governance, MCP control, and the observability SQL you can run this week Continue reading on Medium »
Read full article → ← Back to Reads

Related Videos

5 Levels of AI Agents - From Simple LLM Calls to Multi-Agent Systems
5 Levels of AI Agents - From Simple LLM Calls to Multi-Agent Systems
Dave Ebbelaar (LLM Eng)
Kimi K3 by Moonshot AI Surpassed Claude Fable 5
Kimi K3 by Moonshot AI Surpassed Claude Fable 5
Dr Mehrdad Arashpour
Get expert perspectives on any problem with Gemini Gems | Google AI Professional Certificate
Get expert perspectives on any problem with Gemini Gems | Google AI Professional Certificate
Google Career Certificates
Learn to use AI as your strategic thought partner | Google AI Professional Certificate
Learn to use AI as your strategic thought partner | Google AI Professional Certificate
Google Career Certificates
What Are Embeddings in AI? | When to Use Them & Why They Matter
What Are Embeddings in AI? | When to Use Them & Why They Matter
Pavithra’s Podcast
What is LLM? Explained in one minute #karthiksshow #chatgpt #artificialintelligence
What is LLM? Explained in one minute #karthiksshow #chatgpt #artificialintelligence
Karthik's Show