100% declared or observed
No aggregation or inference
Dozens of data types and attributes
Leverage ground truth to measure the veracity of supply
Set your own thresholds for quality
Shorten the window between idea and data access
No long term commitments minimizes the risk in data exploration
Data from multiple sources is normalized into a single feed
Retain record level provenance by source
Spend your time doing data science, not ETL
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