Assess and Prioritize Agentic AI Use Cases in Financial Services – Phases 1-4

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Author(s): Mitchell Fong

Financial Services organizations must scale agentic AI across lines of business without increasing regulatory and model risk exposure. This requires moving beyond pilots to auditable, explainable autonomous decisioning while aligning AI-driven decisions with risk appetite, regulatory obligations, and customer trust.

This storyboard guides financial services leaders through a four-phase approach:
1) Define vision and autonomy boundaries.
2) Validate readiness across data, governance, and talent.
3) Prioritize use cases based on value, feasibility, and risk.
4) Deploy pilots and build reusable components.