Expense Assist AI — AI expense management product
Explored the concept with the team, built 2 prototypes/POCs to validate the workflow, and then implemented the final product myself using an agentic AI workflow.
The Challenge
The product started as an early-stage expense automation idea that needed validation, workable logic, and a path from concept to a real implementation.
The Approach
I helped define the product logic with the team, translated the concept into 2 validation prototypes, and then owned the final implementation myself using an agentic AI development workflow.
The Outcome
The team moved from an exploratory idea to a working expense product with validated workflow logic and a real implementation in place.