Discover Mage AI's ever-expanding features for data engineering.
AI data-aware autocomplete
AI-Generated Code Blocks for Data Pipelines — Mage Pro
AI-Generated Pipeline Documentation—Automatically, Instantly, Accurately
AI-Generated Pipelines, From Prompt to Production in Minutes
AI Inline code assistance
AI-Powered Answers for Data Engineering, Analytics, and ML – Mage Pro AI
AI-Powered Data Visualizations for Every Step in Your Pipeline
Always On Orchestration with Dynamic Pipeline Runtime Variables
Integrate BigQuery
Build Interactive Data Products Instantly with AI-Generated Tables
Build pipelines and code blocks with AI
Code Smarter, Ship Safer, Monitor Everything
Continuous Deployment with Mage Pro
Custom Data Integrations: Connect to Anything with Mage Pro
Custom pipeline templates
Design Complex Data Pipelines in Seconds with Mage Pro AI
Dynamic Blocks: Intelligent Auto-Scaling and Dynamic Pipeline Orchestration
File Versioning and History
Fix Pipeline Code Errors with AI-Powered Debugging — Mage Pro AI
Build Once, Reuse Everywhere: Global Data Products for Intelligent Pipeline Orchestration
Inline Data Validation for Fast, Reliable Testing
Integrate your own VSCode without friction
Mage AI debugging production issues
Mage Pro AI
Mage Pro AI: Smarter, Faster Code for Every Pipeline Block
Mage Pro embedded in your powerful application
Mage Pro Observability, Monitoring, and Alerting
Mage Pro’s AI: Ship Pipelines at the Speed of Thought
Orchestrate Data on Your Timetable
Pipeline Retries and Backfills: Reproduce History, Rewrite Futures
PySpark Integration
Regional deployments
Reusable Data Quality Test Suites
Reusable Sensor Blocks for Smart Pipeline Orchestration
Self-Healing Data Pipelines with AI — Built with Mage Pro
Streamline Spark Cluster Management with Mage AI: Setup, Monitoring, and Debugging Made Easy
Transform dbt with Mage Pro
Understand Your Pipeline Data with AI-Powered Q&A and Analysis
Version Control & Git Integration in Mage Pro