ReviewerAI is a peer review platform from Reality Wave LLC for journal articles and grant proposals. A 2025 poster by Yusuf Sermet and Ibrahim Demir, hosted by the European Association of Science Editors (EASE), described it as using fine-tuned, domain-specific language models, a 120+ point multimodal evaluation rubric that can incorporate other standards such as EASE’s rubric, and an agentic workflow with custom pre- and post-processing agents. The poster described action items for revisions and optional on-device processing. The current website describes a free pre-submission tool whose review runs in the browser, so the manuscript stays on the user’s device. It flags unclear statements, logical inconsistencies and weakly supported claims, with each finding tied to a location in the paper and a suggested next step.
Publisher / company: Reality Wave
Date of case study: Reported in 2025
Status: Live
Built by: Company
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