Ant Group has open-sourced the full-chain causal learning system OpenASCE at NeurIPS. OpenASCE supports distributed causal discovery and causal effect estimation. OpenASCE is widely used in credit risk control, marketing optimization, and recommendation scenarios. OpenASCE includes over 20 industrial-grade causal learning algorithms and lowers the application threshold for causal technologies.