Agentic AI The Shift Left Architecture 2.0: Operational, Analytical and AI Interfaces for Real-Time Data Products The Shift Left Architecture moves data integration logic into an event-driven architecture where governed data products are built once and served to multiple consumers. The 23. March 2026 No Comments