Despite the value proposition, the initial experience relied heavily on human support, with complex flows, low user autonomy, and difficulty understanding financial data.
This scenario created three direct business risks:
The challenge was to scale operations while maintaining control, clarity, autonomy, and trust in a data driven product.
Interviews with merchants, support, and the product team revealed a core insight:
“The issue was not lack of data, but difficulty understanding what actually mattered.”
Users faced excess financial information, technical terms, and flows poorly connected to practical goals.
Lack of clarity during onboarding directly impacted recurring usage and trust in financial decisions.
The product started to:
Onboarding stopped being a registration step and began activating value from day one.
I led a full experience redesign, including:
Design started to operate as product infrastructure, supporting growth and consistency.
Solutions were continuously validated through:
Validation ensured decisions reflected real usage and business context.
The project reinforced a key learning:
Scale in financial SaaS depends more on structuring entry and data than on adding features.
By reorganizing onboarding, financial flows, and KPI visualization, the product grew with lower operational dependency and greater user autonomy.
This work strengthened my experience in data driven products, connecting experience, efficiency, and sustainable growth.
