Before RAGO-X
- Read papers one by one and copy relevant passages into separate notes.
- Manually normalize different units and experimental conditions in a spreadsheet.
- Return to each PDF repeatedly to recover evidence behind a summary.
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Research & paper analysis use case
Turn dozens of papers into verifiable research insight
Connect collected papers and reports to RAGO-X. Researchers ask questions and compare methods, conditions, results, and limitations with direct evidence instead of repeatedly scanning PDFs.
LITERATURE REVIEW
Solid-state electrolyte · 24 papers
“Since 2022, which solid-state electrolyte methods improved both ionic conductivity and stability, under what conditions, and with what limitations?”
RAGO-X
8methods
12conditions
31sources
Evidence mapped to original passages
Featured scenario
A team needs a rapid review of an emerging material
“Since 2022, which solid-state electrolyte methods improved both ionic conductivity and stability, under what conditions, and with what limitations?”
With RAGO-X
- Search all collected papers for relevant studies and passages together.
- Organize materials, conditions, metrics, and limitations for comparison.
- Verify each claim in the source before using it in notes and reports.
Analysis workflow
Spend less time navigating papers and more time making research judgments
Build the collection
Connect papers and reports by research topic.
Ask the research question
Specify technologies, conditions, metrics, and time range.
Find evidence
Locate relevant experiments and results across papers.
Compare and synthesize
Organize similarities, differences, performance, and limitations.
Verify and apply
Review original passages and use them in notes and reports.
More research workflows
Support discovery and verification in one knowledge base
Literature review
Identify major approaches and research gaps with evidence.
Experiment comparison
Compare materials, conditions, and metrics consistently.
Proposal preparation
Find literature that supports the need and differentiation.
Collaborative research
Share collected papers and interpretations across the team.
How literature work changes
Faster review
Reduce repetitive searching and note-taking.
Consistent comparison
Analyze studies with the same questions and criteria.
Verifiable insight
Trace every summary and conclusion to its source.
Turn papers you have read into reusable research assets
Connect your team’s papers and reports into a research knowledge base built for questioning, comparison, and verification.