Every data scientist remembers the early days of Scaling Data Collection into spreadsheets, downloading reports from vendor portals, or writing one-off scrapers that mysteriously break after a few weeks. Those approaches may be enough for a pilot project, but they fall apart the moment an organization needs to deliver reliable datasets to multiple teams. The… Read More »Scaling Data Collection: From Manual Processes to Automated Pipelines