Invest early in good data practices
AI-powered products can suffer without the right level of focus and resources on data from early on. We call such downstream effects “data cascades” and they can be hard to diagnose and detect until your product experience is impacted.
Good planning and scrutiny of your dataset can help you avoid issues downstream. Some actions that you can take include: