Carter Page

Financial institutions don't struggle with governance frameworks. They struggle with enforceability. When regulators ask how an AI decision was produced, most teams cannot prove which data ran, which controls were applied or who approved exceptions. Governance on paper is not governance at runtime. This session shows how leading institutions use orchestration to codify policy, enforce controls, capture audit trails and gate high-risk decisions before they reach agents. We'll ground this in real-world patterns from financial institutions using Airflow and Astro to bring governance and control to their most complex data pipelines.