The shift to T+1 settlement is creating serious data challenges across the financial industry. In this session, I explore how modern automation tools like n8n and predictive AI can be used to significantly reduce settlement error rates. The focus is on real-time pipeline architecture and how data quality gates can be automated to meet regulatory requirements.