Regulated financial sectors face a critical bottleneck where data quality outweighs model sophistication. MIT Technology Review notes that real-time external events and strict compliance requirements hinder agentic deployment. Firms must prioritize structured data readiness over complex system architecture. This shift forces practitioners to focus on data hygiene before scaling autonomous workflows.