Discovery
Identified key friction points across different user groups, including confusion in mapping logic, high error rates, and lack of feedback during configuration.Insights from support and user behavior showed that both technical and non-technical users struggled to complete integrations successfully.
Definition
Defined a structured approach that could support different user mental models, balancing flexibility for advanced users with guidance for less technical users.Aligned with engineering to ensure validation logic and data handling would work consistently across use cases.
Delivery
Delivered a scalable integration flow designed to support both technical and non-technical users, with clear mapping logic, validation, and error handling.Partnered with engineering to define data structures, validation rules, and edge cases, ensuring consistent behavior across complex integration scenarios.