
V1 of an internal tool was shipped and nobody used it. Discovery for V2 found that users didn’t want a better task queue. They wanted visibility into the work the system never tracked.

When a generative AI chooses its own path, there are no flows to define and map. I built a modular component system the AI assembles on its own, and tested it against real scenarios.

30% of property transitions between tenants need a change order to the original scope, and those changes were tracked by hand. I designed one system across five platform surfaces, starting with the data model.

Leadership asked if our two products for property owners should merge. My research found they could, as long as we tailored the experience for landlords who self-manage, and investors who want oversight without the operations.