Article search
Parallel searches of PubMed, Crossref, DOAJ, Wiley, bioRxiv, medRxiv, J-STAGE and an archive of open journals, with deduplication and semantic ranking
In-depth analysis
Multi-query searches with synthesis of results and automatic pattern detection
Text improvement
Academic rewriting that preserves meaning, and stylistic editing for journal requirements
Illustration generation
Create research diagrams and illustrations from the researcher's written description
Methodological checks
Checks against CONSORT, PRISMA and STROBE checklists for automated quality review
Conflict detection
Analysis of conflicts of interest, design weaknesses and methodological risks
Smart citations
Automatic bibliography generation from the works actually cited
Citation graph
Navigate relationships between articles, semantic clusters and evidence gaps
Research memory
Project context is retained between sessions so the agent can follow the work's progress
Decision log
The timeline, evidence matrix and decision log are updated automatically
More than 15 methodological appraisal tools
AMSTAR-2, RoB 2, ROBINS-I, QUADAS-2, PROBAST, Newcastle-Ottawa, MMAT, SYRCLE, CASP, AXIS and other tools for automated risk-of-bias appraisal
Evidence matrix
Extract statements from articles, marking their position (supporting or opposing), strength and source role for balanced literature synthesis
Statistics extraction
Automatically extract p-values, OR, HR, RR, 95% CI, sample sizes and confidence intervals directly from article text
Article comparison and contradiction detection
Compare methods and results across articles and automatically identify conflicting conclusions
Devil's advocate
Counterarguments and stress-testing of research hypotheses to identify weaknesses in reasoning
Research is the priority
The AI agent supports researchers rather than replacing them. Every suggestion needs the researcher's verification. The platform is designed to leave final decisions with a person.
Explicit limitations
The agent is intended to help researchers work with sources and data, not invent them. AI conclusions, citations and extracted data may contain errors: researchers check them against primary sources before use.
Process transparency
The agent's actions are logged, including the tools called, sources used and decisions made, so researchers can trace its reasoning.
Methodological rigour
Built-in checks against international standards (CONSORT, PRISMA, STROBE) help researchers identify gaps during preparation. A checklist review does not guarantee methodological correctness or journal acceptance.
Search and literature
Multi-database search (PubMed, Crossref, DOAJ, Wiley, bioRxiv, medRxiv, J-STAGE and an archive of open journals) · Semantic search · Multi-query search · Article translation · A clustered citation graph
Documents and data
Document editor · Smart citations · Version history · Statistical tables and plots · Word/PDF export
Teamwork
Roles: Owner, Editor, Viewer · Real-time synchronisation · Publishing module (in development)