What Scott AI does
Scott AI is a planning and alignment layer for software teams that build with AI coding agents. It helps teams plan, review, and approve specifications before delegating implementation work to coding agents, with the goal of reducing rework, wasted tokens, and deployment risk caused by agents acting on assumptions.
Key capabilities
The platform includes Planspaces, which turn an initial idea into a proposal grounded in the company's codebase and connected knowledge sources; Reviews, a collaborative feedback system with inline comments and prototype sharing; and agent delegation that passes an approved plan with full context to any coding agent. Scott CI links the intent specification to the resulting pull requests so teams can trace what was built against what was agreed.
Who it's for
Scott AI is aimed at software engineering teams in the AI coding space that want senior engineers to focus on shipping rather than reviewing misaligned agent output, while keeping coding agents productive and accountable.