Trust Bank personalizes civic donation journeys with MAPLE APIs

The donation process asked users to compare unfamiliar programs, deadlines, and regional options. MAPLE helped reframe those choices into a guided flow with short explanations and tailored next steps.

The bank treated personalization as a service design problem, not a model showcase. Every recommendation path had plain-language explanations and visible fallback options so users stayed in control.

Better AI experiences often come from better framing. Once the bank reorganized the journey around intent rather than internal product categories, the model became more useful immediately.