Why Motif Exists

Researchers spend months on literature review when they could be making discoveries. We're changing that.

Giving Researchers Superpowers

Every year, millions of patients receive treatments that don't work because we lack the biomarkers to predict response. The knowledge to help them often exists, scattered across millions of papers and dozens of databases. But researchers spend a significant portion of their time on literature review instead of making discoveries.

Motif exists to give researchers superpowers. We handle the tedious work, reading papers, extracting data, cross-referencing databases, so you can focus on what matters: making discoveries that save lives.

Ask your research question in plain English. In about 6 minutes, get structured biomarker data, an interactive knowledge graph, and grant-ready documentation with citations. What used to take 6 months now takes 6 minutes.

Every result is cited and scored

You always know where your results come from. Every finding links to original research with PMIDs.

20+

Hours saved per week

6 min

Average query time

29+

Databases cross-referenced

100%

Results cited

Our Commitment to You

The principles that guide everything we build.

Accuracy

Every result is cited and scored. You can trace any finding back to its original source with PMIDs. We never guess. We show you the evidence.

Transparency

You see exactly where each finding comes from. No black boxes. Just clear, auditable results you can trust for grants and publications.

Accessibility

Advanced AI research tools shouldn't be limited to well-funded labs. We're making powerful biomarker discovery accessible to researchers everywhere.

How Motif Works

Our AI reads thousands of papers simultaneously, extracts relevant findings, and cross-references them against the world's most trusted databases.

What Happens When You Ask a Question

Search & Extract

Motif searches millions of papers and extracts biomarker associations relevant to your question.

Cross-Reference

Every finding is automatically checked against 29+ clinical, genomic, and regulatory databases.

Organize & Cite

Results are organized into structured data and knowledge graphs, with every finding linked to its source.

Trusted Data Sources

Your results are cross-referenced against 29+ scientific 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

Built for Drug Discovery, Diagnostics & Academic Research

Accelerating biomarker research across pharmaceutical companies, diagnostic developers, and academic institutions

Drug Discovery & Development

Identify therapeutic targets with AI-powered cross-referencing across clinical and genomic databases.

6-12 months faster timelines
Higher trial success rates
Better patient stratification

Diagnostic Innovation

Surface biomarker candidates for early detection ranked by assay readiness and clinical relevance.

75% faster test development
Earlier disease detection
Clear competitive landscape

Academic Research

Transform vague research ideas into grant-ready documentation with comprehensive evidence and citations.

20+ hours saved per week
Stronger grant proposals
Cross-field discoveries

The Motif Advantage

Quantifiable improvements over manual biomarker research

20+
Hours saved per week

On literature review

29+
Databases cross-referenced

Clinical, genomic, pathway, regulatory

100%
Results cited

Every finding linked to source

6 min*
Average query time

From question to results

*Processing time may vary depending on query complexity and configurations.

Explore our AI biomarker discovery features or read the latest insights on biomedical research and AI.

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