Data Lineage in Machine Learning: Proving Where a Prediction Came From

An identity verification system rejected a match, the customer complained, the complaint escalated and most of a year later someone asks you to explain that one decision. Answering it means establishing five things: Most teams can answer two of those with confidence. The model registry usually knows what was current, and the application logs usually […]