DocuMark
Uphold Academic Integrity. Strengthen Institutional Trust.
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.
Trusted by Leading Universities Worldwide
Watch How DocuMark Works
Who Benefits from DocuMark?
DocuMark creates value for every stakeholder in the academic ecosystem.It promotes transparency, trust, and better learning outcomes.
Helps educators focus on what matters — without adding more work to their plate.
Helps educators focus on what matters — without adding more work to their plate.
Easy to Get Started
No IT hardware or additional software investment.
Works within your existing tools and platforms.
Course-level
Start small with one class or semester. See results before committing further.
Department-level
Expand across your faculty or department. Build the case for scale.
University-wide
Full institutional rollout with centralized policy dashboard & analytics.
Data Privacy and Security Assured
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.
How Does DocuMark Differ from AI Detection Tools?
Unlike AI detection tools that predict AI use, DocuMark provides transparent insights into student effort, AI usage, and ownership throughout the writing process.
DocuMark
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
AI Content Detectors
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
Testimonials
DocuMark’s approach isn’t about catching cheaters; it’s about making the learning process visible again. Teachers can see how a student produces their work, not just what the final product looks like.
Designing assignments that focus on how students arrive at their final work is essential. Much like DocuMark, documenting that process helps reveal where learning happens, where students struggle, and where additional support may be needed.
I think DocuMark is a step in the right direction because it helps build trust between students and professors. It benefits both sides: professors gain visibility into how students use AI in their work, while students can communicate openly about their AI-assisted writing process.
I used DocuMark it's an amazing tool that should be implemented very broadly because that's what it is. It's more of a collaborative process and you can go back through and you can see which is the AI's work, which is not, and how the process broke down and how did they learn, how did they go deeper on this subject and I love that
Apps and Integrations
Works with
LMS Integrations
Industry Engagements
ReportAn Experts’ Report on Academic Integrity in the AI Era
Read the Report
Conference PosterBeyond Detection: Restoring Confidence in Academic Integrity in the Age of AI
Read the Poster
PresentationShaping the Future of Learning: Proactive Strategies for Addressing the Ethical Challenges of AI Use in Higher Education
Read the PresentationFrequently Asked Questions
DocuMark is an academic integrity solution that helps educators shift from AI detection to learning outcomes. It provides transparency into AI usage, encourages responsible AI use, and helps maintain trust between students and faculty.
DocuMark provides transparency into the writing process by capturing revisions, student contributions, and declared AI usage. This helps educators better understand how a document was created without relying on AI detection.
DocuMark is designed for instructors, faculty, academic administrators, and assessment teams. It helps institutions uphold academic integrity while enabling students to demonstrate their writing process and ownership.
Yes. DocuMark provides visibility into how AI is used during the writing process, giving educators a clearer understanding of student contributions and AI involvement.
Traditional AI detection tools often rely on predictions that can be inaccurate. DocuMark takes a transparency first approach by helping students review, verify, and take ownership of their AI use, providing educators with more meaningful insights.
DocuMark provides data and insights that help institutions develop policies for responsible AI use. Institutions can also leverage our AI literacy and Responsible AI Policy resources to guide faculty and students: www.trinka.ai/university-ai-policy-repository
Yes. DocuMark helps students and researchers demonstrate their effort, review process, and ownership of AI assisted work, promoting responsibility and academic integrity.
Yes. DocuMark integrates seamlessly with commonly used academic tools and Learning Management Systems (LMS), ensuring easy adoption without disrupting your existing workflows.
DocuMark works on Trinka Cloud, MS Word, and Google Docs. It can also be easily integrated into the institute’s existing LMS systems.
DocuMark provides effort scores, ownership scores, and revision insights that help instructors better understand student contributions and support fair, consistent assessment practices.