AI Orchestration Keeps Financial Firms Governing Trillions Safely

Financial services firms are turning to AI process orchestration to balance rapid AI deployment with strict regulatory oversight. Appian CEO Matt Calkins argues that agentic AI requires structured process guardrails to remain auditable and controllable, warning that agents go off the rails fastest without proper governance frameworks. CIBC Mellon CEO Mal Cullen confirmed his firm uses Appian as its only production AI environment, citing its transparent governance model. The platform helped CIBC Mellon meet a tight Canadian regulatory deadline for mutual fund cost-transparency reporting that would have been impossible through traditional channels.