VoxIntegrity
Original academic-integrity and document-similarity analysis for the modern classroom.
What is VoxIntegrity?
VoxIntegrity is an original academic-integrity and document-similarity platform that helps educators verify the originality of student work. It compares submissions against a curated web and academic corpus, analyzes citation practices, flags AI-assisted writing, and produces transparent originality insights — all through an independent engine built from the ground up by VOXDIGITS.
Built for serious work
Every capability is engineered for performance, security, and scale.
Similarity Analysis
Breaks each submission into semantic passages and matches them against a continuously updated index of public web pages, open-access journals, and reference works — surfacing close paraphrasing and verbatim overlap with source links.
AI-Assisted Writing Detection
Statistical and stylistic models estimate the likelihood that a passage was machine-generated, giving educators a calibrated confidence score alongside the full submission for informed review.
Citation & Reference Checking
Extracts in-text citations and bibliography entries, verifies each against live sources, and highlights missing, mismatched, or fabricated references before grading.
Transparent Originality Insights
A clear, explainable breakdown of every flagged passage — showing the matched source, the overlap, and a similarity percentage — so educators can review the evidence and students can learn from it.
Secure Submission Workflow
Instructors create assignments, students upload documents through a privacy-respecting workflow, and originality runs automatically — with role-based access and full submission audit logs.
Learning-Focused Feedback
Educators can share annotated originality reports with students as a teaching tool, turning integrity checks into constructive feedback rather than punitive scoring.
Under the hood
Technical details for engineering and procurement teams.
See it in action
High-fidelity screenshots of the VoxIntegrity interface — coming soon.
Ready to deploy VoxIntegrity?
Our team will help you evaluate, implement, and scale with confidence.