EdTech grading dashboard
Created an automated grading and review workflow for a learning platform handling high student volume.
Overview
Created an automated grading and review workflow for a learning platform handling high student volume. This ai layer for EdTech platform focused on workflow automation and was delivered over 7 weeks. The work was shaped around a clear operating goal: teachers spent their time on feedback quality instead of repetitive scoring.
95%
Grading time removed
Faster
Student feedback cycles
Challenge
Manual grading was eating teacher time and slowing feedback loops for students. That friction was slowing the workflow down, increasing manual effort, and making the process harder to trust at scale. For EdTech platform, the challenge was not only getting the work done, but doing it in a way that was repeatable and operationally reliable.
Solution
We built an automated grading and review workflow that handled repetitive scoring while preserving space for teacher oversight. The implementation stayed close to the existing workflow so the system could reduce unnecessary steps without forcing the team into a disconnected process. The goal was to turn the underlying idea into a production-ready setup that fit the engagement shape, the business context, and the day-to-day reality of how the team already worked.
Result
Most grading time disappeared, and teachers could focus on better feedback instead of repetitive marking. The measurable shift was 95% less grading time, and the broader outcome was that teachers spent their time on feedback quality instead of repetitive scoring. In practice, that meant a workflow that was faster, easier to operate, and better aligned with the work the team actually needed to focus on.
“Teachers spent their time on feedback quality instead of repetitive scoring.”
Project outcome
Client type
EdTech platform | High-volume assessment workflow
Industry
EdTech platform
Services
Workflow Automation
Process Engineering
Document Processing
Operational Systems
Tech stack
