The banking, financial services, and insurance (BFSI) sector is facing unprecedented pressure to deliver regulatory compliance, fraud prevention, and customer trust while modernizing legacy systems. Traditional approaches to data quality and monitoring are no longer sufficient in a landscape where real-time decisioning, regulatory responsiveness, and cross-silo governance define competitive advantage. Financial institutions must decide between vendors offering deep automation and observability versus those lagging with integration delays and limited anomaly detection.