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.
DocuMark creates value for every stakeholder in the academic ecosystem.It promotes transparency, trust, and better 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.
Unlike AI detection tools that predict AI use, DocuMark provides transparent insights into student effort, AI usage, and ownership throughout the writing process.
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 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 helps educators understand how students use AI throughout the writing process. By providing insights into student effort, review, and ownership, it reduces faculty burden and allows instructors to focus on learning rather than AI policing.
DocuMark is designed for instructors, faculty, academic administrators, and assessment teams. It supports academic integrity initiatives while helping institutions promote responsible AI use.
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: https://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.
