Wisio is an AI-powered writing platform for researchers writing in a second language. Draft in a focused editor, get AI feedback grounded in your own sources, and cite from PubMed and Crossref — without leaving your paper.
We measured reaction kinetics across three temperature regimes. The data was collected over a 12-week period and analyzed using a mixed-effects model.
"Data were collected over a 12-week period and analyzed with a mixed-effects model" — agreement and passive voice corrected for Methods sections.
Wisio is an AI writing assistant built for researchers who draft scientific manuscripts in English as a second language. It combines a manuscript editor, a project-scoped AI Advisor, retrieval-augmented suggestions from your own PDFs (Precision Mode), PubMed and Crossref citation search, Scientify translation into academic English, grammar correction tuned for papers, and AI Feedback that flags unsupported claims and missing citations — so you can draft, cite, and revise in one place instead of switching between a chatbot, a reference manager, and a separate grammar tool.
A quick reference of what each capability does and the outcome it supports.
| Feature | What it does | Benefit |
|---|---|---|
| Editor + AI Advisor | Focused manuscript editor with a side-panel Advisor copilot tied to the active project. | Get rewrites and section feedback without switching tools or losing draft context. |
| Precision Mode | Upload up to 5 reference PDFs per project; Wisio indexes them for retrieval-augmented suggestions. | AI output is grounded in your sources instead of generic or invented claims. |
| Reference search | Search PubMed and Crossref from inside the editor; insert APA in-text citations in one click. | Find and cite real papers while drafting, not after the manuscript is finished. |
| Scientify | Rewrite rough notes or non-English drafts into clear scientific English in place. | Express ideas in your native language and publish in standard academic English. |
| Grammar correction | Grammar and style fixes tuned for academic manuscripts and reviewer expectations. | Reduce language-related revision cycles before submission. |
| AI Feedback | Automatic scans flag unsupported claims and missing citations; manual scan on demand. | Catch citation gaps and weak claims before peer review. |
Drafting, source grounding, citation search, translation, and grammar correction run inside one editor.
Wisio provides a distraction-free manuscript editor. Selecting any passage triggers inline AI rewrites. The side-panel Advisor is scoped to the active project — you can ask for feedback on methodology, abstracts, or conclusions without leaving the draft.
Each project accepts up to 5 reference PDFs. Wisio indexes those files so suggestions and Advisor answers are retrieval-augmented from your uploaded sources, not from generic model knowledge.
The editor includes PubMed and Crossref search. Results insert as APA-formatted in-text citations in a single action, without exporting the draft to a separate reference manager.
Scientify rewrites rough notes or non-English text into standard scientific English in place. The original meaning is preserved while vocabulary and sentence structure are adjusted for academic manuscripts.
Grammar correction targets academic manuscript conventions — agreement, passive voice in Methods sections, and formal register — rather than general-purpose prose editing.
Create a project and draft in the manuscript editor. Selecting text triggers inline rewrites, grammar fixes, or Scientify translation.
Upload up to 5 reference PDFs per project and enable Precision Mode. Suggestions and Advisor responses are indexed against those files.
Search PubMed and Crossref from the editor, insert APA citations in one click, and use the Advisor or AI Feedback to review methods and conclusions.
Precision Mode indexes uploaded PDFs into a per-project vector store. Each suggestion and Advisor response is retrieval-augmented from those files instead of generic model output.
Drag your .pdf here
✨ Precision Mode is active
Representative workflows from graduate students and early-career researchers writing in English as a second language.
"I drafted the Methods section in Portuguese and used Scientify to produce publishable English. Precision Mode kept the AI tied to my study protocol PDF, so terminology stayed consistent with my actual design."
Outcome: Completed a full draft in three weeks instead of alternating between the editor and a separate translation tool.
"I uploaded four key papers and used the Advisor to stress-test my argument. Reference search let me insert PubMed citations without leaving the paragraph I was editing."
Outcome: Cut one revision round by catching unsupported claims before sending the draft to co-authors.
"Grammar correction handled passive voice and agreement the way reviewers expect in Methods sections. AI Feedback flagged two sentences that needed citations I had missed."
Outcome: Submitted the chapter with fewer language-related comments from the supervisor.
Peer-reviewed papers and conference proceedings that reference Wisio in discussions of AI-assisted scientific writing.
einstein (São Paulo) · PubMed-indexed · 2026
Discusses AI-assisted literature review workflows and references Wisio among tools researchers use to draft narrative reviews.
Link: 10.31744/einstein_journal/2026rw1165
arXiv · Oregon State University · 2024
Surveys LLM-based reference handling in technical writing and cites Wisio in the context of in-draft citation support.
Link: arXiv:2411.00294
AIP Conference Proceedings · 2026
Reviews AI applications in higher education and lists Wisio as an academic writing assistant for student researchers.
Link: 10.1063/5.0296944
ReCIBE · Universidad de Guadalajara · 2024
Examines AI adoption in Latin American academia and names Wisio among tools for scientific manuscript drafting.
Link: 10.32870/recibe.v13i2.369
MAP Education and Humanities · 2023
Catalogues AI tools used in academic settings and includes Wisio under writing and research productivity categories.
Link: 10.53880/2744-2373.2023.4.37
A 7-day trial with full access, a Pro plan for individual researchers, and custom seat bundles for labs.
Full product access to try Wisio on a real paper.
$24 month-to-month. Save 50% with annual billing.
For labs and research groups.
Common questions researchers ask when evaluating Wisio for manuscript work.
Open a project in the Wisio editor, upload your reference PDFs, and start drafting with inline AI suggestions and PubMed citations.
Start writing for free