This is a live, tech-talk-style demo on using AI to speed up rubric design in Canvas, starting from an assignment you already have, not a blank page. I'll show how AI can extract the observable grading criteria straight from existing assignment instructions, then build those criteria into a fully weighted analytic rubric: which competencies matter most, what each performance level looks like, and how points should be distributed accordingly. From there, I'll convert that rubric into Canvas's import format and load it live, skipping the manual Canvas Rubric tool entirely. Faculty review stays the checkpoint at every step: AI drafts, you decide. Attendees leave with a repeatable workflow they can apply to any assignment they already teach, in any discipline.