The AI ROI Mirage in Banking: What’s Broken and How to Fix It

Move beyond productivity-only ROI. Learn the six value levers banks need to prove, scale, and defend AI investments

AI ROI

Banks are investing heavily in AI, but many programs still struggle to show a measurable financial impact. The problem is not always technology. It is the value frame.

Most banking AI initiatives are still judged through a narrow productivity lens: hours saved, licenses deployed, headcount reduced. But in financial services, AI value often shows up elsewhere — fraud prevented, regulatory resilience strengthened, customer trust protected, revenue capacity unlocked, and data foundations built for long-term advantage.

Join Sabarish Muthumperumal, Head of Solutions, BFS Digital Engineering at Sutherland, for a webinar that challenges the way banks measure AI ROI. In this session, he introduces a practical six-lever framework designed to help banking leaders match AI use cases to the right value narrative, measurement model, and board-level KPI.

What you’ll learn

  • Why productivity-only ROI fails to capture the real value of banking AI
  • The four common failure modes behind stalled AI pilots: the Activity Trap, Productivity Mirage, Two-Speed Collision, and Single-Lever Trap
  • How leading banks think about AI value across six levers: Run, Grow, Protect, Comply, Experience, and Future
  • How to build a stronger AI portfolio narrative for CFOs, CROs, regulators, business leaders, and boards
  • A practical four-step discipline to diagnose, select, sequence, and narrate AI investments
  • How Sutherland’s AiRI diagnostic, supported by BFS Digital Engineering, can help banks identify the right value levers and prioritize AI initiatives
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Speaker

Sabarish M
Sabarish Muthumperumal
Head of Solutions, BFS Digital EngineeringLinkedIn Icon