Improve Research Quality
Before Submission.
ResearchOS helps students, researchers, and supervisors identify weaknesses in papers, theses, datasets, and research workflows — before they become reviewer comments.
Built by researchers at
The problem
These reviewer comments are preventable.
ResearchOS identifies these issues before submission — so they never reach a reviewer.
“Insufficient novelty framing.”
Typical reviewer comment
“Methodology lacks justification.”
Typical reviewer comment
“Missing citations for key claims.”
Typical reviewer comment
“Reproducibility unclear.”
Typical reviewer comment
ResearchOS identifies all of the above before you submit.
Who it helps
Designed for every stage of research.
ResearchOS does not replace supervision. It reduces repetitive feedback cycles and improves research quality at scale.
MSc Students
- Thesis feedback
- Structure review
- Defense prep
- Writing check
PhD Candidates
- Literature gaps
- Methodology critique
- Reviewer simulation
- Viva readiness
Research Associates
- Paper review
- Reproducibility audit
- Dataset docs
- Venue feedback
Professors
- Consistent feedback
- Student progress
- Draft screening
- Quality workflows
Research Groups
- Knowledge preservation
- Institutional memory
- Dataset catalogue
- Multi-user access
Universities
- Scalable supervision
- Research quality KPIs
- Reproducibility standards
- Lab onboarding
How it works
From draft to submission-ready in 5 steps.
Upload your draft
Thesis chapter, paper, proposal, results section — any format
Quality dimensions scored
6-dimension structured analysis in seconds
Weaknesses identified
Missing citations, methodology gaps, reproducibility issues
Reviewer simulation
See how a journal reviewer would evaluate your work
Submission-ready
Confident your work meets academic standards
Research quality dimensions
6 dimensions. Every review.
The same structured framework your supervisor uses — delivered in seconds, with explanations.
Example scores — illustrative only
Overall score
⚠️ Major concerns
✅ Next actions
Why ResearchOS
Not another AI writing tool.
ResearchOS does not generate your research. It reviews it — the way a real supervisor would.
For research groups & universities
Research quality infrastructure at scale.
Consistent feedback standards
Every student receives the same structured 6-dimension evaluation — no supervisor inconsistency.
Institutional knowledge preserved
Research Memory captures methods, datasets, and outcomes across your group's history.
Reduced repetitive review cycles
Supervisors spend less time on elementary feedback and more time on high-level guidance.
Dataset quality workflows
Every dataset submitted gets a reproducibility score and documentation audit.
Visible research progress
Track how student drafts improve across revisions over time.
Privacy-first by design
Document content is not stored on the free tier. No LLM training on your research.
Platform modules
One platform. Three capabilities.
AI Supervisor
Structured 6-dimension critique — abstract-aware, venue-specific, with reviewer simulation, before/after comparison, and review history.
Open →Dataset Hub
Dataset card generation, reproducibility scoring, metadata audit, missing field warnings, and documentation recommendations.
Open →Research Memory
Extract methods, datasets, institutions, and results from your documents. Preserve institutional knowledge across your research group.
Open →FAQ
Common questions.
Does ResearchOS write my research for me?
No. ResearchOS reviews, critiques, and helps you improve your own work. It identifies weaknesses before reviewers do. It never generates research content for you.
How is this different from ChatGPT?
ChatGPT generates text. ResearchOS reviews research quality. It scores 6 structured dimensions, simulates reviewers, checks reproducibility, and remembers your research history.
Do I need an account to try it?
No. The free tier requires no account. Paste any abstract, thesis chapter, or paper draft and receive immediate structured feedback.
Is my research data private?
On the free tier, document text is processed in memory and not stored. See our Privacy Policy for full details.
What file formats are supported?
Paste text directly, or upload .txt files. PDF and DOCX upload are available on paid plans.
Ethical by design.
Never ghostwrites
Reviews and improves. Never generates research content for you.
No false promises
No guaranteed acceptance. No plagiarism bypass. No automated grading.
Researcher-first
Built by active researchers. Designed to support — never replace — academic judgment.
Improve your research before submission.
Free to start. No account required. Paste any thesis chapter, paper draft, abstract, or results section and receive immediate structured feedback.
Built by researchers at TU Dortmund · Lamarr Institute · University of Hamburg