2 posts tagged with "ERPL-Web"

Picture a forecasting team at an industrial-controls Mittelstand. Their job for the next quarter: launch an AI-driven inventory and demand-forecasting tool that the operations team will actually trust enough to act on. They have the model. They have the GPUs. They cannot ship.

The reason: their nightly ETL job runs at 02:00 and finishes around 04:00, by which point the model trains on data that's already half a day old. By the time the forecast reaches the procurement system at 08:00, it's reasoning about a world that existed fourteen hours ago. When the CFO asks why the model recommended ordering more of an item that just sold out at lunchtime, nobody has a good answer — because the data the model saw never knew the lunchtime existed.

The fix isn't a better ETL. The fix is removing the ETL.

Summary​

DuckDB is a high-performance SQL OLAP database system known for its efficiency in handling analytical queries. However, accessing and analyzing public holiday data across different countries and date ranges can be challenging. By leveraging the ERPL-Web extension, you can seamlessly fetch and process this data within DuckDB.

We demonstrate how to retrieve public holiday data for Germany, showcasing the ease and power of this approach. This example highlights how DuckDB and ERPL-Web can streamline your data workflows by connecting your SQL environment with external data sources efficiently.