Members struggle to build savings without personalized guidance
A financial institution sought to help members achieve savings goals but lacked the digital tools to provide personalized guidance at scale. Existing systems could track account balances but couldn't help members understand spending patterns, set realistic goals, or automate the discipline required to build savings consistently.
The core challenge was building a system that could integrate with legacy core banking infrastructure while providing a modern, engaging user experience. The solution needed to analyze transaction data in real-time, generate actionable insights, and automate transfers without requiring manual intervention from members.
Without this capability, members would continue relying on willpower alone, leading to inconsistent savings behavior and missed financial goals. The institution risked losing engagement to fintech competitors offering more sophisticated personal finance tools.