Educators today face the great challenge to deal with generative AI. Besides all the opportunities, how it can be a great tool to promote education, it also comes with the threat of students taking the ‘shortcut’, instead of learning how to research, think and write themselves. A clever and popularity gaining method to identify personal contribution to a text is having students write their papers in GoogleDocs/Drive or Microsoft Word/OneDrive, respectively, and then employ its version history to gauge the originality of student work. While this method provides insights into document changes over time, it lacks the depth and precision needed to ensure comprehensive academic integrity. And eventually, the version history is quite easily tempered with, if you are already aware of how it should look like for the teacher. That’s where Mentafy steps in—offering a streamlined, automated solution that goes beyond basic version tracking to analyze writing patterns, identify irregularities, and provide educators with a concise, actionable report.

Beyond Version History: What Mentafy Brings to the Table

With Mentafy, teachers no longer have to sift through endless document versions manually. Instead, our SaaS platform applies a thorough algorithmic analysis, highlighting areas of concern without requiring educators to dive deep into individual student timelines (to the version-scanner, for links to OneDrive and GoogleDrive and to the .docx-analysis, if you have a .docx document at hand). This way, every student is treated equitably, and only behavior that might suggest academic misconduct is flagged. Educators receive a standardized, objective report, ensuring a fair and efficient approach for all students.

Unlike GoogleDocs’ version history, which logs every keystroke, Mentafy focuses solely on misconduct-relevant data. We analyze and document the final version of a submitted document, allowing instructors to see only the results of our analysis, not every single addition or deletion. This ensures privacy and keeps the focus on what truly matters for academic integrity.

Fine-Grained Insights that Matter

Mentafy offers a more nuanced, granular view of the writing process than GoogleDocs can provide. While version histories may get purged or become overwhelming to navigate, Mentafy retains critical details in a concise format, allowing educators to detect patterns that signify whether a text is genuinely original, copied, or typed from an external source.

Additionally, Mentafy gives students the chance to proactively address any issues or misunderstandings by allowing them to comment on their work during the writing process. This open line of communication reduces the likelihood of later misinterpretations, and students are empowered to clarify their intentions, creating an environment of transparency and trust.

Streamlined, Objective Integrity Checks for All

Mentafy’s approach eliminates the need for teachers to single out individual students for additional scrutiny. Every submission undergoes the same thorough review, ensuring consistency and fairness in the process. Instructors receive insights on irregular writing patterns that may indicate potential issues, saving time and ensuring integrity is maintained across the board.

Our goal is to alleviate the manual burden on educators while providing an effective, privacy-respecting solution that upholds academic standards. With Mentafy, educators have a reliable partner in academic integrity, enhancing their ability to nurture honest scholarship without compromising student privacy.

In a landscape where ensuring originality is becoming more complex, Mentafy offers the best of both worlds—privacy and precision. Let Mentafy handle the process so you can focus on what matters most: teaching and guiding your students toward success.