Proctor AI is an AI-based assessment automation platform built for educators, institutions, and students, specializing in grading handwritten assignments. Designed for K-12 schools, higher education, and coaching institutes, it leverages computer vision, natural language processing, and AI-generated content to modernize and accelerate traditional evaluation methods.

The platform focuses on three main capabilities:

• Automated grading of scanned handwritten submissions.

• Forgery and plagiarism detection for academic integrity.

• AI-powered content generation and performance analytics.

Educational institutions benefit from standardized evaluation, teachers save hours of manual work, and students receive instant, unbiased feedback—all through a web-based, credit-driven SaaS model.

What are the key features of Proctor AI?

AI-driven bulk evaluation of handwritten assignments

Proctor AI enables large-scale grading of handwritten submissions, cutting manual effort by up to 90%. It uses computer vision and NLP to evaluate answers against rubrics and reference materials.

Key capabilities:

• Uploads via mobile-friendly student portals.

• Optical character recognition (OCR) trained on academic handwriting.

• Rubric-based scoring for structured and descriptive responses.

• Visual diagram and chart evaluation.

Institutions and teachers can evaluate hundreds of scripts in parallel, reducing grading cycles from days to minutes.

Forgery, plagiarism, and similarity detection

To ensure academic integrity, Proctor AI incorporates detection systems for:

• Handwriting pattern analysis to flag impersonation or copying.

• Image-level similarity checks across student submissions.

• Plagiarism scans using a large educational text database.

This helps identify reused answers, duplicate content, and altered submissions with high precision.

Instant, detailed performance reports

After evaluation, the platform provides comprehensive reports tailored for both teachers and students.

Reports include:

• Marks per question and total score.

• Highlighted mistakes and feedback suggestions.

• Aggregated class-level insights.

• Trends and improvement recommendations.

Teachers can export data in CSV or Excel formats and use summaries to guide intervention strategies.

AI-generated questions and exam content

Proctor AI includes a question paper creation module, allowing educators to auto-generate new content.

Features:

• Questions crafted using AI models based on topics, difficulty, and keywords.

• Support for prompt-based, syllabus-based, or reference-based generation.

• Avoids repetition with dynamic content generation.

This speeds up test design while maintaining content variety and alignment with learning goals.

Support for lecture and assignment workflows

In addition to evaluation, Proctor AI includes tools for managing lectures and assignments.

Capabilities:

• Share lecture materials tied to evaluations.

• Schedule assignments with unique codes and automated deadlines.

• Version management and reuse of past assignments.

• Role-based dashboards for teachers and students.

This integration provides a streamlined educational workflow within a single system.

To summarize

Proctor AI stands out in the EdTech space by offering a complete, AI-powered assessment workflow for modern educational institutions. Its benefits include:

• Massive time savings for teachers through bulk, automated grading.

• Enhanced academic integrity with handwriting and plagiarism detection.

• Actionable analytics that inform both individual student growth and institutional performance.

• AI-generated exam content that reduces repetitive manual effort.

• Seamless integration of assignment creation, lecture management, and evaluation.

For institutions aiming to digitize traditional workflows and improve grading fairness and efficiency, Proctor AI provides a scalable, intelligent solution aligned with the evolving demands of education.