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Impact Snapshot
The experience evolved from a static list of funds to a contextual decision architecture aligned with financial education goals.
A non-guided investment listing became a structured, data-driven investment journey designed to educate and progressively diversify users.
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Reflection ****
Users progressed when learning was tied to milestones.
Small structural changes shifted AUM distribution significantly.
Balancing behavioral design, legal compliance, and backend logic required structured facilitation, not just UI design.
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