Challenge
Turning a proven financial methodology into a scalable digital product required both technical agility and strong product leadership.
Key challenges included:
- Building and validating an MVP to prove product–market fit
- Pivoting from a web-first to a mobile-first architecture under budget constraints
- Selecting a flexible tech stack that balanced cost efficiency with long-term scalability
- Aligning fast-changing business goals with development timelines
- Integrating AI capabilities without compromising accuracy, usability, or trust