Integrito

Integrito is a specialized tool designed for analyzing the writing history of Google Docs to verify authenticity and detect potential misconduct. Its core function is to provide a detailed activity report that shows how a document was created, edited, and structured over time. This helps educators, students, and academic institutions ensure that submitted work is original and not generated by AI or copied from unauthorized sources. For teachers, Integrito offers a straightforward way to review the entire writing process of a student’s Google Doc. Instead of relying solely on final content, instructors can see timestamps, insertion patterns, deletion patterns, and the sequence of edits. This reveals whether a paper was gradually composed by the student or pasted in bulk from an external source. The tool also flags suspicious actions such as large pasted chunks, sudden jumps in word count, or editing sessions that deviate from normal human writing behavior. In addition, Integrito integrates AI text detection — it scans the document for signs of AI-generated content by analyzing stylistic markers, repetition patterns, and probability distributions. Teachers can run these checks with a single click, receiving a combined report that highlights both plagiarism risks and AI involvement. For students, Integrito serves as a proof-of-contribution tool. When working on group projects or individual assignments, students can voluntarily run their Google Doc through Integrito to generate a verified history report. This report demonstrates that they actively drafted, revised, and refined the content over time. It can be submitted alongside the final paper as evidence of their own work, which is particularly useful in courses where academic integrity is heavily emphasized. The tool als