PolyFeed's AI helps you make sense of your tutors' feedback, and turn it into clear next steps.
Free · works on your LMS · a Monash · CoLAM project
Capture it, understand it, and turn it into the next thing you do — across the extension and your dashboard.
Upload your feedback file and AI tags your tutor's comments as strengths, weaknesses or suggestions — or highlight and tag by hand. Add notes and action items on top.
Mention a highlight with @ or an uploaded file with # for context, and the AI Learning Assistant explains the comment in plain English — then suggests your next step.
Every highlight becomes a tracked action item with a deadline — pending or completed, all in one place.
Both you and your tutors see the themes that keep coming up — what you consistently do well, and what to focus on next.
Tell us how helpful each piece of feedback was across five dimensions — your ratings help tutors improve.
Every student interaction closes the loop. Teachers write feedback with an AI health check against seven learner-centred qualities — and see what's landing across the whole class.
Capture feedback, ask the AI Learning Assistant, turn it into to-dos, and track your growth across every unit.
See the student flow →Write better feedback with an AI health check, then see common themes, impact and the questions students raised across the class.
See teacher insights →PolyFeed captures, analyses and presents students' interactions with feedback, grounded in state-of-the-art feedback research — feedback literacy, dialogic feedback and learner-centred feedback. Built with more than 1,500 students and 300 teachers through a design-thinking process, and recognised with both the Best Demo and Best Poster awards at LAK25, the 15th International Learning Analytics and Knowledge Conference.
“PolyFeed: A Student-Facing Feedback Analytics Tool to Facilitate Feedback Processes” showcased PolyFeed Student and findings from our pilot study.
“Developing a Feedback Analytics Tool with Educators to Support Dialogic Feedback” presents how a design-thinking approach shaped PolyFeed for educators.
See the whole loop — from the student sidebar to the teacher dashboard.