Mentafy offers a proven, process-based alternative to flawed first-gen AI detection tools by focusing on how students write, not just what they submit. We transparently distinguish genuine human writing and research effort from pasted or AI-generated content by analyzing draft revision histories. Ultimately, we qualify student's AI usage and map it to educator’s specific guidelines to create a customized authorship report.