This workflow automates the continuous, reliable ingestion of raw data from disparate vendors like CoStar, RCA, and ATTOM. It eliminates the manual IT effort of managing API keys, handling rate limits, and stitching together fragmented data sets. The operational upside is a unified, validated data lake that feeds downstream valuation models and research, reducing data acquisition latency from days to minutes and ensuring analysts work from a single source of truth.




