Companies often buy data from external sources to build better models. Failure to validate external data can lead to model failures and create a need for rework – for both genAI and predictive AI. This talk will discuss strategies for validating external data and demonstrate some tools that can make this process faster and more effective. It will also discuss ways in which AI currently can help with this, and ways it might help in the future.