Classwise

What it does

Classwise is an AI-powered assessment platform that helps educators grade student work, provide detailed feedback, and gain actionable insights into class performance. The platform supports automated grading for essays, short answers, and multi-step math assignments, with question-level feedback and rubric-aligned scoring. Teachers can review and edit AI-generated scores and comments before publishing results. Classwise also offers student analytics to identify most-missed questions and common misconceptions, an academic integrity tool to detect copying or AI-generated content, and a student tutor feature that uses assessment context to guide learners through missed concepts. Upcoming features include an AI lesson planner, study group builder, and parent reporting tool.

Who it is for

Classwise is designed for K-12 teachers, higher education instructors, and school administrators who want to reduce grading workload and improve feedback quality. The website highlights testimonials from teachers at schools such as Bishop Blanchet High School, Collegiate School of Memphis, St. John School, and universities including McGill University and McMaster University. The platform also serves schools and districts aiming to retain staff by cutting grading time and to build parent trust through timely, transparent progress updates.

Why it matters

According to Classwise's website, 1 in 3 teachers consider leaving the profession due to grading burden, and educators spend an average of 10 hours per week marking work and writing feedback. Classwise claims to give teachers back up to 5 hours per week (as stated in a testimonial) while enabling faster, more detailed feedback that helps students improve while the lesson is still fresh. The platform's analytics help teachers know exactly what to reteach, and its academic integrity tool provides evidence-based guidance for addressing concerns. By streamlining assessment, Classwise aims to reduce teacher burnout and improve student outcomes.

Launch signal

Classwise won second place and a $12,000 prize in the McGill Dobson Cup 2026, a startup competition. It also participated in the Siakam EdTech Engine accelerator, where it was awarded top prize (as reported by BetaKit). The platform is currently live with a free trial and paid plans, and it integrates with major LMS platforms including Google Classroom, Canvas, Microsoft Teams, and Moodle.

Brand and naming

The name 'Classwise' combines 'class' with 'wise', suggesting intelligence and wisdom in the classroom. It is easy to remember and spell, and the domain classwise.ai reinforces its AI focus. The tagline 'AI-powered assessment platform' directly communicates the core offering. The brand positions itself as a teacher-empowering tool that keeps educators in control while leveraging AI to reduce workload. The website's messaging emphasizes saving time, improving feedback, and gaining insights, appealing to time-strapped educators.