RubricPilot

RubricPilot is a web app (with optional mobile companion) that helps teachers grade student writing faster without turning assessment into a black-box AI guess. Teachers build or import rubrics, upload assignments, and get AI-generated draft scores plus highlighted evidence tied to each rubric criterion. The app forces “show your work”: every score must cite specific passages, and teachers can accept, edit, or override with one click. It also generates short, actionable feedback comments and a revision checklist for students. A lightweight plagiarism and AI-writing likelihood signal is included, but it’s positioned as a coaching aid, not a courtroom verdict. The goal is simple: cut grading time by 50–70% while keeping teachers in control and maintaining consistency across classes and graders. It integrates with Google Classroom and Canvas to reduce setup friction.