Use Cases

Each use case covers a realistic scenario end-to-end — not just the syntax, but the thinking behind why each step matters.

Use Case	For you if...
Data Scientist	You're cleaning and sharing research datasets with a team
AI Assistant User	You want to explore and query a bundle through conversation, without writing code
Backend Developer	Your service has data that analysts keep asking you to export
Data Engineer	You're automating regular data pulls from multiple sources
ETL / Periodic Collection	You pull from SFTP, S3, or APIs on a schedule and want downstream consumers insulated from upstream changes
Analyst	You want to query shared datasets and generate reports without a database