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Human-in-the-loop AI

Grading is a
Dialogue, not a Score.

MateFlow isn't just an AI grader. It's a digital workspace that helps teachers focus on what matters: helping students grow through personalized, rubric-aligned feedback.

The Workspace

Designed for Focus.

Everything you need to manage assignments, rubrics, and feedback in one cohesive environment.

Assisted Grading

Our AI drafts scores and justifications based on your exact rubric. You maintain total control, reviewing and refining every word before it's sent.

Explore the Hub

Dynamic Rubrics

Build, reuse, and share grading criteria effortlessly.

92%

Class Insights

Real-time performance metrics for every student.

Privacy First by Design

FERPA & COPPA compliant. We never train models on student data.

Our Philosophy

"Technology should not replace the teacher, but liberate them to be the mentor every student deserves."
The MateFlow Team

Ready to redefine
your classroom?

Join forward-thinking educators in building the future of assessment.