Pensive AI Grader

Pensive, operated by Pensieve Inc., builds an AI grading tool for university instructors. According to its terms of service the company is registered in California with an address in San Francisco. The website does not state a founding year, and the domain pensieve.co redirects to pensive.com.

The grader scores student work, assigns a confidence score to each grade and lets instructors skip manual review for grades that meet human-level accuracy. It also offers AI rubric generation, a bubble sheet grader with item analytics, and personalization that learns from instructor edits. It connects to Canvas, Blackboard and Moodle, and the site names UC Berkeley, Clemson and University of Michigan among institutions.

• AI grading: scores student work with a confidence score per grade.
• Rubric generation: creates grading rubrics with AI.
• Bubble sheet grader: grades multiple-choice exams with per-question item analytics.
• Personalization: learns from instructor edits to grades, rubrics and feedback.
• LMS integration: Canvas, Blackboard and Moodle.
• AI tutor: answers course-aligned student questions with citations.

A Vietnamese university could grade handwritten STEM problem sets in large engineering courses faster. A faculty could use the bubble sheet grader with item analytics for multiple-choice exams. Lecturers could generate rubrics to standardize marking across tutors.

Confidence scores let instructors skip manual review where accuracy matches human graders. The site reports 14,000+ hours saved and 5 million+ questions graded (vendor-reported). Compliance includes FERPA, WCAG 2.2 AA, HECVAT and SOC 2. Free sign-up is offered.

Grading load for large classes is pushing universities toward AI-assisted marking with human oversight. Vietnamese universities with large cohorts and handwritten exams could face the same grading bottlenecks.

Raised USD 6.8 million in seed funding announced on 24 February 2026, led by Mayfield with Reach Capital and Anti Fund. Reports 150+ institutions on the product page. Legal entity Pensieve Inc., San Francisco, CA; founding year not stated.