How Sensitive Business Data Is Transformed for AI Training: What Changes and What Stays the Same
DataHasValue · Data Licensing Basics What happens to sensitive data when a company licenses it for AI? Your business records may contain both useful operational knowledge and details that identify people. A privacy review helps determine what can be retained, what must change, and what should be excluded before a dataset is used. This guide uses a simple shape example, micro1’s published approach, and a healthcare example from Tempus AI to explain the process. Explore data licensing Understand the terms before signing Watch the whiteboard explanation The shape example micro1’s process Tempus AI Agreement questions Changing a name is one part of the work De-identification describes efforts to remove or reduce links to real people. Replacing a name with a fictional identity can help, but other details may still identify someone. A unique job, location, event, or combination of facts can matter too. “Anonymized” should not be treated as a pr...