Forward-deployed engineering

I work with two customers whose names are private. For an organization-management and resource-planning platform, I built continual-validation harnesses that score agent output against deterministic checks of state, tools, artifacts, browser behavior and visual output. These checks catch regressions before changes are accepted. The other is an AI procurement intake and approval portal with grounded vendor research, approvals that stay owned by a human, and RBAC with separation-of-duties controls.