• FinTech & AI SaaS

    Relish IQ

    FinTech & AI SaaS

    Q4 2024

    Data visualization

    Problem & Challenges

    Relish IQ required an interface overhaul to simplify dense financial data visualization within its Data Assure and Invoice AI modules. The legacy interface lacked structural hierarchy, making complex invoice processing and data validation error-prone for financial analysts working in high-stress environments under strict NDA constraints.

    Inclusive UX & Error Recovery


    Data density in financial interfaces often leads to misclicks and eye strain. The solution introduces dynamic row spacing, customizable font sizing for varying visual abilities, and high-visibility error highlights that point out data discrepancies without relying solely on red color indicators.

    STUDY: VENDOR INVOICE STATUS

    Served as the foundational design system, establishing enterprise-ready UX standards across all product lines.

    Reduced development handoff time through standardized design tokens and smart prototype variables.

    Elevated user accuracy during complex financial data verification workflows.

  • [ ] Readability
  • [ ] Scalability
  • [ ] Accessibility
  • [ ] Heuristic
  • [ ] Engaging
  • [ ] Intuitive
  • [ ] Empathetic
  • [ ] Ethical