Method and limits
SafeRender methodology
The method is based on three inputs: assignment prompt, draft and citations or sources.
The risk just before submission
Academic AI tools can be misunderstood as writers, detectors or graders. SafeRender is limited to final readiness review.
What SafeRender checks
SafeRender compares the prompt, draft and sources so the remaining review work is visible before you submit.
- Prompt and rubric coverage
- Reasoning clarity
- Citation and source signals
- Transparent limitations
Example of a possible signal
Example: “The paragraph makes a broad claim, but no cited evidence supports it.”
Three-step workflow
The workflow is kept short so you can spend the remaining time fixing the draft.
- Compare inputs.
- Classify risk signals.
- Show limitations alongside the report.
Limits and institution rules
The report is indicative. SafeRender does not write the paper, does not guarantee a grade, is not an AI detector and never overrides your instructor, professor or college policy.
Document privacy
In demo mode, SafeRender extracts text for a limited analysis and does not store uploaded files as files. Account reports and service metadata are retained where needed to provide history, checkout access and paid features.
Frequently asked questions
Is it an AI detector?
No. It does not claim to determine AI use with certainty.
Who decides what to change?
You do, following your instructor or professor guidance.
Ready to check your document?
Add the prompt, draft and sources to get an indicative final review before submission.