Ai-powered attribution models can analyze vast amounts of data, detect patterns, and learn from user behavior to determine the best attribution model. It can identify which touchpoints are performing well and automatically adjust the credit to optimize the marketing mix. Ai can also test and refine the attribution model as well as surface actionable insights.