To unlock the full power AI, it’s essential to begin by focusing on the quality of the data fueling the AI algorithms. Data is often messy and has errors, data can be mislabeled, and in some cases, there may not be the massive amounts of data required by some algorithms. These issues must all be addressed if we are to bring high-quality AI models into production.