AI Agents

DataStori provides the following AI Agents to help you manage your data journey.

📄️ Data Ingestion Agent

The Data Ingestion Agent onboards a new system from a plain-language request. You describe what you want to pull, and the agent sets up the source and proposes the pipelines. It onboards API applications, and it also onboards database, SFTP, and email pipelines.

📄️ Data Transformation Agent

The Transformation agent turns a plain-language goal into a working transformation. You describe what you want to do, and the agent reads your semantic model, figures out the relevant tables and relationships, and produces a PySpark script along with a clear explanation of what the script does.

📄️ Data Exploration Agent

The Data Exploration Agent is how you look at your data once pipelines are running. As you add ingestion and transformation pipelines, use it to understand what the data contains and what is going on with it.

📄️ Workspace Monitoring Agent

The Workspace Monitoring Agent runs in the background. It watches your pipelines and their errors, tries to resolve problems on its own, and lets you know when it cannot.