Empowers universities to manage AI-generated content, prevent cheating, and support student writing through responsible AI use. DocuMark provides transparency in the writing process, keeps humans in the loop, and prioritizes learning outcomes.
No IT hardware or additional software investment.
Works within your existing tools and platforms.
Start small with one class or semester. See results before committing further.
Expand across your faculty or department. Build the case for scale.
Full institutional rollout with centralized policy dashboard & analytics.
Student data is never used to train AI models.
No screen recording, browser history tracking, or cookie-based surveillance.
All data remains secure, private, and institution-controlled.
Focuses on learning and responsible AI use
Provides writing process transparency reports, disclosing AI use
High accuracy through proactive writing process documentation
Responsibility lies with students
Reinforces authentic writing and prevents cognitive off-loading
Keep your data private and does not use it for AI Training
Focuses on AI policing and enforcement
Provides AI detection scores based on probability
Reactive detection with low accuracy and high false positives
Responsibility often lies with faculty
Cannot assess the depth of a student's cognitive engagement
May not be secure and may use your data for AI Training
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Conference Poster
PresentationDocuMark is an academic integrity solution that empowers universities to manage AI-generated content and it supports student writing while promoting responsible AI use. It provides transparency around AI usage, maintains human in the loop oversight, shifting the focus on the process and not the product. This approach helps preserve trust between faculty and students.
DocuMark reduces faculty stress by eliminating reliance on inaccurate AI detectors, allowing educators to focus on learning instead of AI policing.
Yes. DocuMark integrates seamlessly with commonly used academic tools and Learning Management Systems (LMS), ensuring easy adoption without disrupting your existing workflows.
It reduces academic integrity violations by promoting responsible AI use through student ownership. It provides clear data and insights to help institutions reinforce their AI policies.
DocuMark is designed for instructors and administrators seeking to reduce academic integrity violations and faculty stress. It helps teachers shift from AI policing to learning outcomes while providing administrators clear data to reinforce AI policies.
DocuMark works on Trinka Cloud, MS Word, and Google Docs. It can also be easily integrated into the institute’s existing LMS systems.
Traditional AI detectors are inaccurate AI tools that rely on probability-based guesses, often leading to false results and student-faculty conflicts. DocuMark, however, uses a different and unique approach by guiding students through structured review of AI content during the writing process, providing a transparent and precise record of AI involvement. This motivational and proactive approach reduces academic integrity violations, builds trust and helps educators focus on learning outcomes instead of detection.
Yes. DocuMark provides clear data and insights that help institutions develop AI usage guidelines and reinforce their AI policies.