AI literature review tool
Build a literature review from evidence, not a blank prompt.
Organize papers, compare methods and findings, map claims to evidence, and draft Related Work with the source set still visible.
Rivul can turn selected library papers into an evidence matrix and a draft, while keeping the underlying records available for your review.
Why this workflow
The hard part is synthesis, not producing more paragraphs.
A useful literature review explains where studies agree, where methods differ, and what remains unknown. A one-shot generated summary hides those decisions. Rivul separates collection, comparison, synthesis, and writing so you can inspect the evidence before accepting the prose.
Compare papers consistently
Use an evidence matrix to place findings, methods, and measures beside each other instead of relying on memory across open tabs.
See gaps before drafting
Group claims and sources to reveal missing evidence, conflicting results, and areas where the library is too thin to support a conclusion.
Draft with traceability
Create a Related Work starting point from selected papers, then inspect and revise it with the references still attached.
A research-shaped workflow
From source to submission in three deliberate steps.
Collect
Import the papers that define the review question and remove duplicates.
Compare
Extract methods, findings, limitations, and measures into a structured view.
Synthesize
Draft by theme or disagreement, then verify every important claim against the source.
A generated review is not a systematic review.
Rivul does not replace a documented search strategy, screening protocol, risk-of-bias assessment, or human interpretation. It helps with the working materials and writing layer; formal review methods still need to be designed and reported by the researcher.
Frequently asked questions
Questions before you use AI in research.
Can AI write a literature review?
AI can help organize sources and draft a starting point, but a defensible literature review requires a researcher to choose the corpus, evaluate study quality, resolve disagreements, and verify every claim.
How does Rivul help compare studies?
Rivul can build an evidence matrix from selected papers so methods, findings, and measures can be reviewed side by side.
Does Rivul support systematic reviews?
It can support reading, evidence organization, and writing, but it is not a replacement for protocol registration, database-specific search reporting, dual screening, or formal risk-of-bias tools.
Can I export the literature review?
Yes. The manuscript can be exported to Word, LaTeX, or Markdown, with bibliography data available for the next stage of your workflow.
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