This Guidance shows how to create an automated responsible gaming mechanism to protect your players from problematic betting and gaming behavior. By using technology from AWS and AWS Partner Databricks, you can build an impartial, scalable, artificial intelligence and machine learning (AI/ML) workflow that creates a risk score, predicts problematic behavior, and notifies you in near real-time. You can then automate responses that intervene, helping to reduce harm that players may experience due to problematic play.