ETL
ETL stands for extract, transform, load: a data integration pattern where you pull data from a source, reshape and clean it, and write it into a destination such as a database or warehouse.
ETL is how data moves and gets ready for use. Extract pulls records from a database, file, or API; transform maps fields, reconciles formats, and applies rules; load writes the result to the target system, often on a schedule.
The pattern is decades old but still everywhere, because systems rarely share a format. The hard parts are reliability (not leaving a load half-written) and the transform step, where real-world data is messy enough to defeat rigid rules.
Spojit runs ETL on durable workflows: extract from databases, files, and APIs, transform with mapping and AI for the messy cases, and load reliably. See the data pipeline solution.
See it in a real workflow
Spojit puts these ideas to work: describe what you want and Miraxa builds the workflow. Start free, no credit card required.