ScopeGen
ScopeGen is an internal AI tool built for Koombea that transforms a project description into a full Work Breakdown Structure (WBS) and Project Brief (PRD). It replaced a slow, error-prone manual process and is now used actively with clients.
Exploring the app
My role
Full product ownership. I handle everything: product decisions, UX design, frontend and backend development, user interviews, stakeholder communication with the CEO and directors, and iteration cycles. I also brought in other developers when the workload required it.
Context
After returning to Koombea and finishing the TD Bank project, I had the opportunity to take something from zero to production. ScopeGen started as MVPizer in September 2025 and went through multiple iterations: wizard flow, PRD generation, WBS with streaming, versioning, multi-project management, and a Rails integration for durable AI jobs.