Performing Causal Tasks Estimating Causal Effects Effect Estimation Using specific Effect Estimators (for ACE, mediation effect, …) Estimating Average Causal Effects using GCM Explaining Observed Effects and Root-Cause Analysis Outlier Attribution Attributing Distributional Changes Quantifying Intrinsic Causal Influence Unit Change Attribution Feature Attribution Asking and Answering What-If Questions Interventions Computing Counterfactuals