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 evidence quality, not speed of response.
Multi-Agent Research Orchestration
Coordinated research pipeline with specialized agents for planning, source discovery, reasoning, and verification.
The Sleuthing Pass
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.
Custom Skeptic Personas
Assign specialized critique personas to the Skeptic step—FDA compliance officer, hostile peer reviewer, or defense attorney.
Contradictions as Data
Conflicting findings are preserved and surfaced, not silently resolved. Reality is messy; our reports reflect that.
Citation-Backed Dossiers
Every claim 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
Claims 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.
Scite.ai
Smart citation context analysis
Citation IntelligencePubMed Central
Biomedical & life sciences literature
Medical ResearcharXiv
Pre-print scientific papers
Scientific Pre-printsUSPTO Patents
United States patent database
Intellectual PropertyClinicalTrials.gov
Clinical study registry & results
Clinical ResearchCORPUS_STATUS: ACTIVE · RETRIEVAL_MODE: HYBRID · CORROBORATION: MULTI_SOURCE
Ten-stage adversarial pipeline
Every research objective passes through a multi-agent pipeline designed to challenge assumptions and strengthen conclusions.
Planner Decomposition
Complex research objectives are decomposed into tractable investigation paths with clear requirements.
The Sleuthing Pass
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
Findings are structured into claims with citation chains and correlation mapping.
Dedicated Skeptic Check
ADVERSARIALOptional critique personas stress-test every conclusion, exposing logical gaps and unsupported claims before publication.
Contradiction Preservation
Contradictory findings are tracked and preserved. Conflicting claims 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 evidence handling.
Research that defends itself.
Start your first multi-agent research run and see how the skeptic check transforms raw queries into citation-backed dossiers.