Copyleaks AI Detection

AI Writing and Plagiarism Signals

Analyze lexical patterns, burstiness, and structure to estimate whether text is human or AI-written. Cross-check against web and academic sources to detect overlap and mosaic plagiarism. Models update as generators evolve, reducing false negatives over time. Clear thresholds and explanations help reviewers understand why a score was assigned. Transparency promotes fair use by showing evidence rather than only a label. Guidance helps reviewers communicate outcomes with clarity and empathy.

Reports, Highlights, and Sources

Reports group findings by risk with color-coded confidence. Highlighted passages link to likely sources or indicate AI-likeness for closer reading. Side-by-side views compare submissions with matches. Exportable PDFs and share links support appeals, audits, and academic integrity processes. The result is consistent documentation that stands up to scrutiny when decisions are challenged. Guidance helps reviewers communicate outcomes with clarity and empathy.

Integrations and Workflows

Use add-ins for LMS and CMS to scan submissions, posts, and drafts at the right step. Email and API endpoints enable batch checks or custom gates before publication. Role-based permissions limit who can view detailed results. Event logs record who ran scans and actions taken for compliance. Embedding checks into existing flows reduces friction and missed reviews at scale. Clear guidance indicates when to request a second reviewer if confidence is borderline.

Policies, Thresholds, and Exceptions

Set institutional thresholds for action and require second-reader reviews at high risk. Flag protected content like quotations and references to lower false positives. Add notes on context, accessibility needs, or editing allowances. Templates guide staff on how to communicate outcomes with empathy and clarity. These practices turn scanning into a supportive, educational process rather than a punitive surprise. Guidance helps reviewers communicate outcomes with clarity and empathy.

Security, Privacy, and Data Controls

Data residency options, encryption, and retention limits support compliance with local regulations. You can choose whether to store submissions for future comparison. Access is logged and revokable, and sensitive documents can be excluded from training. Audit exports simplify security reviews with vendors and internal teams. Governance protects contributors while enabling rigorous integrity standards in organizations. Guidance helps reviewers communicate outcomes with clarity and empathy.