Research that maps the whole landscape.
A multi-agent deep research system that explores every angle, tests its own conclusions, and preserves contradictions—giving you a complete, citation-backed picture, not just the consensus.
Research infrastructure, not a chatbot
Every component engineered for source quality, not speed of response.
Multi-Agent Research Orchestration
Coordinated research pipeline with specialized agents for planning, source discovery, reasoning, and verification.
A second round of searching
Secondary discovery phase that expands beyond initial queries to uncover adjacent domains and alternative framings.
Quantitative Data Extraction
Precision extraction of statistical tables, raw numerical data, and mathematical relationships from sources.
Double-check viewpoints
Choose whose questions Double-check asks—an FDA compliance officer, a hostile peer reviewer, or a defence attorney.
Contradictions as Data
Conflicting findings are preserved and surfaced, not silently resolved. Reality is messy; our reports reflect that.
Citation-Backed Dossiers
Every finding links to verifiable sources. Full audit trail from conclusion to primary source.
Revision Lineage
Complete history of how conclusions evolved through the research pipeline.
Source Corroboration
Findings are strengthened through independent source verification with quantified corroboration scores.
Live Research Progress
Real-time visibility into research execution. Watch agents work through your investigation.
Exportable Formatted Reports
Download complete dossiers in PDF, JSON, Markdown, or HTML. Your research, your format.
Professional-grade data sources
ResearchOne retrieves and cross-references findings from leading academic and institutional databases to ensure comprehensive, citation-backed analysis.
OpenAlex
Scholarly works in every field, with authors and DOIs
Scholarly CataloguePubMed Central
Biomedical & life sciences literature
Medical ResearcharXiv
Pre-print scientific papers
Scientific Pre-printsCrossref
The DOI registry for articles, books and reports
Publisher RecordsClinicalTrials.gov
Clinical study registry & results
Clinical ResearchSearched when a question needs them, alongside the open web.
Adaptive specialist research flow
ResearchOne applies specialist stages according to the requested outcome, available sources, and selected depth.
Planner Decomposition
Complex research objectives are decomposed into tractable investigation paths with clear requirements.
A second round of searching
Secondary discovery expands into comprehensive search space covering adjacent domains and alternative framings.
Corroboration & Bias Assessment
Sources are verified through independent corroboration with funding bias and conflict-of-interest checks.
Quantitative Data Extraction
Statistical tables and raw numerical data are extracted with precision, preserving mathematical relationships.
Reasoning & Correlation
Each finding carries its citation chain and correlation mapping.
Double-check
DOUBLE-CHECKDouble-check restates each main finding in its strongest form, then tests it against other sources and the original records, and tells you whether it holds up.
Contradiction Preservation
Contradictory findings are tracked and preserved. Conflicting findings are surfaced, not silently resolved.
Reporting & Integrity Verification
Final report integrates findings while verification confirms citation integrity and source validity.
Professional Export Formatting
Research dossiers exported in multiple formats with full citation metadata and audit trail.
Production-grade infrastructure
ResearchOne runs on a distributed architecture designed for reliability, scalability, and real-time research monitoring.
Frontend served from the edge. Backend orchestrates multi-agent pipelines. Vector search powers semantic retrieval. Every component built for research-grade source handling.
Research that adapts to your question.
Start your first research run and see how intent-driven routing turns your question into a structured, citation-backed dossier.