Why Data Lineage is the Underrated Backbone of Reliable AI

When an AI model produces unexpected output, the first question a debugger asks is: what data did this come from? Data lineage tracks the path from raw source through every transformation to final use. Teams without it spend days untangling pipelines; teams with it find bugs in minutes.