You're setting up a lead data pipeline and want to stop invalid or low quality records before they reach your marketing automation system. The goal is to catch issues at ingestion and transformation time, not after campaigns and reports have already been affected.
How would you design a process to prevent bad data from entering Marketo in the first place?