AI Insights You Can Verify.
Dorlines helps researchers, enterprises, and regulated teams synthesize scientific evidence at scale. With traceable citations, configurable workflows, and enterprise-grade security, it delivers AI-powered insights anchored in verifiable source material — not hallucinations.
"mRNA vaccines demonstrated strong pooled efficacy against severe RSV disease in older adult populations."
"Protein subunit approaches showed comparable safety profiles with varying efficacy estimates."
Built for research-driven organizations
The volume of scientific literature is growing exponentially.
Dorlines is building the infrastructure to help researchers reason across the expanding frontier of knowledge — without sacrificing rigor, traceability, or intellectual integrity.
General-purpose AI isn't built for evidence synthesis.
ChatGPT and other LLMs are designed for conversational answers, not traceable evidence reviews. They hallucinate sources, can't cite at the sentence level, and aren't auditable enough for regulated teams.
Evidence synthesis, reimagined.
Traditional literature reviews take months and rely on manual extraction from hundreds or thousands of documents. Dorlines compresses that process into hours while maintaining — and often exceeding — human-level accuracy.
Our proprietary extraction engine processes scientific documents at scale, identifies evidence relationships across papers, and constructs structured synthesis reports with full traceability back to source material. Every claim is cited. Every insight is verifiable. No black boxes.
"What is the comparative efficacy of mRNA vs. protein subunit vaccines for respiratory syncytial virus in adults over 65?"
"Based on analysis of 2,847 sources, mRNA-based RSV vaccines demonstrated strong pooled efficacy compared to protein subunit approaches across multiple study populations..." [Source: Sample Citation, Demo]
From raw evidence to verified insight
Dorlines's five-stage pipeline transforms thousands of unstructured documents into structured, traceable, and citable research outputs.
Built for rigor. Designed for speed.
Every feature in Dorlines exists to serve one goal: helping research teams move from question to verified answer faster, without cutting corners.
Evidence Search
Search across millions of research artifacts using semantic reasoning. No perfect keywords required — Dorlines understands concepts, mechanisms, and experimental context to surface the most relevant evidence.
Research Reports Engine
Generate structured research briefs using evidence synthesis workflows inspired by systematic review methodology. Customize scope, evidence weighting, mechanism focus, and population parameters.
Systematic Review Automation
Automate screening, extraction, and structured evidence comparison across thousands of studies while maintaining full traceability and auditability. Designed to dramatically reduce processing time.
Knowledge Library
Store, tag, and version evidence sources across projects. Build institutional research memory — not just project folders. With cross-project search and team collaboration built in.
Evidence Alerts
Continuously monitor new publications and emerging evidence signals. Get notified on topic drift, emerging research directions, evidence contradictions, and breakthrough publications.
Research Agents
Autonomous AI agents that power complex research workflows — from competitive landscape analysis to broad topic exploration. Configure guardrails, set scope boundaries, and let agents do the heavy lifting.
Never lose the source.
The fundamental problem with AI in research is trust. When a language model generates a claim about drug efficacy or clinical outcomes, how do you know it's real? Dorlines solves this at the architecture level.
Our proprietary extraction engine preserves the semantic link between every generated insight and its original evidence. Click any claim to view the highlighted source text in its original context — down to the exact paragraph, table cell, or figure caption.
- Sentence-level attribution across all generated content
- PDF layout preservation with interactive highlighting
- Cross-document evidence synthesis with provenance chains
- Automated bibliography and citation export (APA, Vancouver, BibTeX)
- Confidence scoring based on evidence quality and consensus
"mRNA vaccines demonstrated strong pooled efficacy against severe RSV disease in older adult populations."
"Protein subunit approaches showed comparable safety profiles with varying efficacy estimates across populations."
Security by design,
not by afterthought.
Built for the most highly regulated industries on earth. Your proprietary research data never leaves your secure tenant, and is never used to train our foundation models. Period.
Dorlines is designed with strict data isolation between enterprise tenants, end-to-end encryption for data in transit and at rest, and comprehensive audit logging. For defense and government clients, we plan to offer air-gapped deployment options with no external data dependencies.
What sets us apart
Most AI tools generate plausible-sounding text. Dorlines generates verifiable evidence synthesis. Here is why research leaders choose us.
Accuracy
Purpose-built for scientific reasoning. Significantly more accurate than general-purpose AI on evidence extraction tasks.
Scale
Process 10,000+ documents in a single workflow. What takes teams months, Dorlines accomplishes in hours.
Speed
Designed for speed at scale. Stays fast as your evidence library grows, not slower six months later.
We live in a scientific world
Dorlines supports researchers, analysts, and decision-makers across the world's most evidence-intensive domains.
Pharmaceuticals
Accelerate target validation and clinical strategy. Streamline drug discovery with AI-powered evidence synthesis across clinical trials, regulatory filings, and safety databases.
Academic Research
Scale literature reasoning and discovery mapping. Transform how universities and research institutions conduct systematic reviews, meta-analyses, and grant applications.
Medical Technology
Evidence-backed device validation and safety analysis. Build comprehensive safety and efficacy cases for regulatory submissions, post-market surveillance, and clinical evaluations.
Government & Defense
Intelligence analysis and strategic assessment. Process research at scale with strict access controls and data isolation designed for sensitive environments.
We connect every
evidence source.
Dorlines integrates with the world's largest research databases so you don't have to choose between breadth and depth. One platform, all sources.
From PubMed's 37M+ biomedical citations to clinical trial registries, patent databases, preprint servers, and your own proprietary data — Dorlines indexes, structures, and makes it all searchable in one unified evidence layer.
Three steps to verified insights
From raw documents to structured, citable research outputs in minutes — not months.
Upload your documents
Drop PDFs, DOCX, or connect your reference library. Dorlines ingests and structures everything automatically.
We synthesize and verify
Our AI extracts evidence, links citations, and builds a traceable synthesis report from your sources.
Review and export
Get a fully cited synthesis report. Click any claim to see the source. Export to any format.
Built for the most demanding research workflows
Systematic Literature Reviews
Compress months of manual screening and extraction into hours. Dorlines automates evidence identification, quality assessment, and structured data extraction across thousands of studies — with full traceability to source material.
Regulatory Evidence Packages
Build comprehensive evidence dossiers for regulatory submissions. Every claim is automatically linked to its source document, making audit trails seamless and reducing compliance risk for pharmaceutical and medical device teams.
Competitive Intelligence
Monitor and synthesize emerging research across your therapeutic area or technology domain. Dorlines continuously tracks new publications, patent filings, and clinical trial results — surfacing insights that matter to your strategy.