Stop wondering what’s happening inside your pipelines—just ask. With Mage Pro AI, you can ask plain-language questions about your data and get clear, accurate answers backed by real-time analysis. Whether it’s row counts, schema drift, missing values, or data anomalies, Mage tells you what’s going on and why—automatically.

How it works

Mage Pro AI understands your pipeline metadata, execution history, and datasets. When you ask a question—like “Why did this block fail?”, “How many rows were dropped?”, or “Are there outliers in this column?”—it analyzes the underlying data and responds with insights, context, and suggested actions. No need to query logs or write SQL. Just ask and get answers.

Why it matters

Data pipelines are full of blind spots. When things go wrong or results look off, most teams lose hours digging through logs, metrics, or raw tables. Mage Pro AI eliminates that gap. It helps you understand your data, detect issues early, and make better decisions—all through simple questions and instant answers. It’s not just monitoring—it’s understanding.