Find incredible rigor,
through intelligent agents.

A decentralized council of specialized AI agents that scrutinize your manuscript for novelty, methodology, and logic—before you submit.

Trusted by researchers at

MITStanfordOxfordETH Zürich

Orchestrated intelligence,
working in harmony.

Active
Methodology
Experimental Rigor
Novelty
Impact Assessment
Citation
Source Verification
Logic
Fallacy Detection
Statistics
Data Integrity

Methodology

Experimental Rigor

"I am scanning specifically for methodology anomalies. My model compares your arguments against a vector database of 4.2M high-impact papers to identify structural weaknesses."

Pass Prob.
87.4%
Issues
03

From rough draft to
submission-ready.

Peerium connects your research to the rigor it deserves. It's for finding flaws, strengthening arguments, or even discovering new citations.

PDF
1

Build your private
manuscript profile.

Upload your raw .tex, .docx, or .pdf files. We automatically sanitize the data, build a knowledge graph of your claims, and signal your intended target venue.

2

Receive critiques from
specialized agents.

The Council convenes. Methodology Master checks your stats, while Novelty Navigator compares your work against 4.2M recent papers to find gaps.

Ready to Submit
Prediction: Accept w/ revisions
3

Improve relationships with
reviewers.

Submit with confidence. Our report gives you a pre-emptive defense against common reviewer complaints, ensuring a smoother peer review process.

Exceptional tools for
exceptional research.

We've built a product that makes it easy for you to spot errors, improve clarity, and increase your chances of acceptance.

Adversarial Review

One agent proposes a critique, another defends the author. The Orchestrator synthesizes the conflict into a balanced report.

Zero-Retention Policy

Your IP is processed in a stateless environment. We never train on user submissions, ensuring your research stays yours.

Format Agnostic

Accepts LaTeX, PDF, and DOCX. We automatically normalize citations and formatting regardless of the source.

Ready to elevate your research?

Join thousands of researchers using Peerium to refine their work before submission.

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