From Data Lineage to Model Cards: The Practical Backbone of AI Governance

AI doesn't begin with algorithms. It begins with data, decisions, documentation, and governance. If you can't explain where your data came from, how it was collected, how it changed, or what your AI system is supposed to do, you're already carrying risk. Before a single line of model code runs. Here's the core idea: AI integrity relies on data integrity. Thats it. Thats the message. Data Integrity Starts With Provenance and Lineage To build trustworthy AI systems, you need to k...