For biomedical researchers, pharma teams, and data scientists

AI-Powered Biomarker Discovery Platform

6 months of biomarker research, reduced to 6 minutes.
Motif delivers AI-powered insights from 29+ scientific databases.

Typical runs complete in ~6 minutes. Processing time may vary depending on query complexity and configurations.

Be first to try Motif when it launches. No spam, ever.

Powered by 29+ Clinical, Genomic & Pathway Databases

  • PubMed biomedical literature databasePubMed
  • PubMed Central full-text archivePubMed Central
  • Europe PubMed Central research databaseEurope PubMed Central
  • CIViC clinical variant interpretation databaseCIViC
  • DGIdb drug-gene interaction databaseDGIdb
  • ClinVar genetic variant databaseClinVar
  • ClinPGx pharmacogenomics databaseClinPGx
  • gnomAD genome aggregation databasegnomAD
  • dbSNP genetic variation databasedbSNP
  • FDA regulatory and drug approval databaseFDA
  • ClinicalTrials.gov clinical studies databaseClinicalTrials.gov
  • Gene Ontology biological process databaseGene Ontology
  • Reactome biological pathway databaseReactome
  • HGNC gene nomenclature databaseHGNC
  • Ensembl genome annotation databaseEnsembl
  • TCGA cancer genomics databaseTCGA
  • Hugging Face AI model repositoryHugging Face

AI-Powered Biomarker Discovery & Cross-Referencing in Minutes

What you ask

Any questions about biomarkers, diseases, and research targets

"Find sensitivity biomarkers for immune checkpoint inhibitors in melanoma"

"What mutations predict PD-1 inhibitor resistance in NSCLC?"

What you get

Comprehensive, actionable results ready for your research

• Ranked candidates with confidence scores
• Evidence notes and clinical relevance
• Citation links to original papers
• Export options for reports and data

Why it helps

Transform your research workflow and accelerate discovery. Go from vague idea to a concrete, citable short-list in one sitting.

• Save 20+ hours per research question
• Discover cross-field connections
• Build stronger research proposals

Interactive Knowledge Graph

Visualize complex biomarker relationships across diseases, genes, and pathways

• Visual network of biomarker associations
• Multi-tier evidence scoring visualization
• Discover hidden cross-disease patterns
• Export to Cytoscape for further analysis

Multi-Tier Evidence Cross-Referencing

Every biomarker is cross-referenced across clinical, genomic, regulatory, and pathway databases with multi-tier evidence scoring and confidence-strength assessment for maximum reliability.

Clinical Evidence

Clinical actionability, drug response, and therapeutic data

CIViC
DGIdb
PharmGKB
ClinVar
OpenTargets
OncoKB
8 databases

Genomic Cross-Referencing

Population genetics and variant frequencies

gnomAD
dbSNP
HGNC
Ensembl
NCBI Gene
UniProt
7 databases

Regulatory Approval

Regulatory guidelines, clinical trials, and patent data

FDA
ClinicalTrials.gov
PatentsView
EMA
Health Canada
6 databases

Pathway Analysis

Biological pathways and protein interactions

Gene Ontology
Reactome
STRING-DB
KEGG
WikiPathways
Pathway Commons
8 databases
29+
Databases
Research-grade evidence
Multi-Tier
Evidence Scoring
Confidence ratings
Real-Time
Results
Streaming updates

Built for Drug Discovery, Diagnostics & Academic Research

Whether you're discovering new treatments or writing grants, get the insights you need faster than ever.

Drug Target Identification & Development

Accelerate drug target identification with AI-powered cross-referencing across clinical, genomic, and pathway databases. Design better trials with evidence-backed biomarker short-lists.

• 6-12 months faster development timelines
• Higher clinical trial success rates
• Better patient stratification & targeting
• Cross-referenced therapeutic target discovery

Diagnostic Innovation

Discover diagnostic biomarkers with cross-referenced clinical evidence across genomic and pathway databases. Surface candidates for early detection and triage by assay readiness with confidence scoring.

• 75% faster test development
• Earlier disease detection
• Clear market insights
• Validated biomarker panels for diagnostics

Academic Research

Transform research ideas and literature reviews into comprehensive, grant-ready summaries with AI-powered cross-referencing. Generate publication-ready data tables with evidence-backed citations.

• 20+ hours saved per week
• Stronger grant applications
• Cross-field discoveries
• Publication-ready evidence summaries

Natural Language Biomarker Research Interface

No learning curve, no complex setup. Just ask what you want to know in plain English and our AI research assistant provides expert-level answers instantly.

Natural Conversation

Ask questions like "Find EGFR mutations for erlotinib response" or "What biomarkers predict immunotherapy resistance?" Just like talking to a clinical expert.

Real-Time Streaming Results

Watch discoveries appear in real-time as our AI agents search 29+ databases simultaneously. See first results in seconds, not minutes. Multi-tier evidence scoring, confidence ratings, and direct links to original research provided for every biomarker.

Ready to Use

Download results as reports, share with your team, or export data in any format you need for your research workflow.

Motif Research Assistant
$ motif chat
🧬 AI Research Assistant ready
Multiple agents connected to millions of studies
What would you like to discover?
You: "Find biomarkers for dasatinib resistance in CML"
🔍 AI agents searching databases...
📊 Analyzing thousands of studies...
✅ Found 23 research-backed biomarkers
Complete results in 1-2 minutes

Professional-Grade Outputs

From quick exports to comprehensive due diligence reports, get the exact format you need for your research workflow.

Due Diligence Reports

Consultant-grade PDF reports with competitive landscape analysis, risk assessment, and research evidence summaries

  • Executive summary
  • Competitive analysis
  • Risk assessment
  • Market insights

Clinical Cross-Referencing Reports

Comprehensive biomarker cross-referencing across 15 databases with evidence scoring and clinical context

  • Multi-tier cross-referencing
  • Evidence scoring
  • Clinical context
  • Database citations

Research Summaries

Publication-ready summaries with evidence scores, citations, and grant-ready documentation

  • Literature synthesis
  • Citation management
  • Grant-ready format
  • Evidence tables

Data Exports

Structured data exports in multiple formats for further analysis and integration

  • CSV data files
  • JSON exports
  • Excel spreadsheets
  • API integration

Quick Export Options

PDF Report

Comprehensive analysis

CSV Export

Raw data for analysis

Slide Deck

Presentation ready

Grant Summary

Funding applications

Enterprise Integration Ready

All outputs include structured metadata for seamless integration with your existing research workflows, data management systems, and compliance requirements.

API Access
Programmatic exports
HIPAA Compliant
Secure data handling
Version Control
Audit trail included

100x Faster Than Manual Biomarker Research

What used to take months of searching through papers now happens in minutes through AI agent collaboration. Focus on discovery, not data hunting.

100x

Faster than manual literature review

29+

Databases cross-referenced in parallel

6 min

Average query completion time

75%

Faster diagnostic test development

Ready to discover faster?

Be one of the first to try Motif and accelerate your biomarker knowledge.