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winston ai
Classroom

Every submission, checked as it arrives

Connect your courses and Winston AI scans assignments as students turn them in. You get a score next to each name, with the flagged sentences one click away.

Free for individual teachers. School plans add admin controls and shared credits.

Set up in 4 steps

Connect once, choose your classes, and new work is checked automatically.

  1. Step 1: Connect your Google account

    In Winston AI, open Settings, then Integrations, and sign in with the account you teach with.

  2. Step 2: Choose courses

    Pick which classes to sync. Nothing is scanned until you switch a course on.

  3. Step 3: Pick assignments

    Turn on automatic scanning for an assignment, or check past submissions in one batch.

  4. Step 4: Review results

    Scores appear in your class view as work comes in. Open any submission to see the highlighted sentences.

What you get

Built around the way teachers already collect and mark work.

  • Automatic scanning

    New submissions are scanned within minutes of being turned in.

  • Knows your roster

    See a student's earlier work beside a new submission, which is the best context for any score.

  • Docs, PDFs and Word files

    Attachments in common formats are read automatically.

  • Private by default

    Students never see a score unless you choose to share the report.

  • Batch checks

    Scan every submission for an assignment in one go, including ones from earlier in the term.

  • Read-only access

    Winston AI never changes grades, posts or comments in Classroom.

Questions about the Classroom integration

Something else? Ask our team.

Winston AI doesn't post anything in Classroom. We recommend telling students up front, and we include a short paragraph you can add to your syllabus.

No. Access is read-only: Winston AI can't edit grades, post announcements or return work.

Yes. On the Team plan an admin can connect the whole school, choose which courses sync and share credits across staff.

Submissions are stored in your account so you can revisit reports, and you can delete them at any time. Student work is never used to train our models.

Start free, then connect your classes

Create an account in under a minute, then follow the 4 steps above. Setup takes about five minutes.