Questions instructors ask before a pilot.

GradeAssist helps a teaching team ingest homework, connect answers to the rubric, ground scores in visible evidence, route uncertain work to a TA, and keep an audit trail for review.

No. The product is designed for human-controlled grading workflows. The goal is to reduce repetitive grading work while keeping instructor and TA judgment in the loop.

GradeAssist is built around the workflow instructors already use: assignment files, student submissions, answer keys, rubrics, review, and export. For a pilot, the exact import and export path depends on the course setup.

Scores are tied back to evidence on the page. Reviewers can inspect the cited region, see rubric reasoning, and resolve uncertain items before grades move forward.

Uncertain work is routed for TA or instructor review. GradeAssist is designed to surface ambiguity instead of hiding it behind a final-looking score.

Yes. Customer validation has shown that the product can reveal where rubric language is unclear, duplicated, or hard to apply consistently across submissions.

A typical pilot uses the assignment prompt, answer key or grading guide, rubric, and a representative batch of student submissions. The cleaner the materials, the faster setup goes.

GradeAssist is most useful where grading is repetitive, rubric-based, and high-volume, but still needs human judgment. Early customer validation includes positive response from teachers across economics, chemistry, engineering, writing, and history courses. We are currently piloting with different departments.

The workflow is designed around real submissions, including scanned pages and variable answer locations. The important standard is that graders can inspect what evidence the system used.

Start with the security posture handbook. It documents the pilot controls, providers, retention posture, and logging expectations so academic and administrative reviewers can evaluate the workflow.

No. GradeAssist is built as an aid for instructors and teaching teams. The course staff remain responsible for rubric policy, grading decisions, and final release of grades.

Book a call or request a welcome kit. From there, the next step is usually a short pilot scoped to one assignment, one rubric, and a small review loop with the teaching team.

A useful pilot should show faster grading operations, clearer rubric application, fewer repetitive decisions for TAs, and enough evidence visibility for instructors to trust the workflow.