Education & Research
Govern AI Use While Preserving Academic Freedom
Education and research institutions balance student-data privacy, academic integrity, and research IP. Toktra provides visibility, attribution, and a tamper-evident trail — capturing metadata only, never prompt content.
The challenge
What keeps you up at night
Student-data privacy
AI tools enter workflows touching student data, with no governed record and no way to prove privacy is preserved.
Academic integrity concerns
Institutions need to govern AI use without surveilling scholarship or restricting legitimate inquiry.
Research and grant attribution
Grant-funded AI usage goes undocumented, making research IP governance and resource attribution difficult.
How Toktra solves it
Your AI governance layer
Privacy-by-design monitoring
Toktra captures metadata only and never reads the content of a prompt, so governance respects student and scholar privacy by design.
Usage analytics for policy
Attribute AI usage by department, program, and grant to inform academic-integrity policy without restricting inquiry.
Research IP and R&D substantiation
A tamper-evident, RFC-3161 chain of custody supports research IP governance and substantiation of eligible R&D claims.
Product
The Toktra features you will use most
Device Agent
Cross-platform endpoint agents plus browser extensions that capture AI usage metadata, never blocking traffic.
Learn more →IP Protection
Append-only, RFC-3161 chain of custody and GitHub IP-risk detection.
Learn more →Admin Dashboard
Institution-wide AI usage attributed by department, program, and grant.
Learn more →compliance requires proactive governance of AI tools processing student data
See Toktra in action
Book a personalized demo to see how Toktra can help your team govern AI usage at the device level.