Accelerate
Your Discovery

Uncover insights sooner with machine-learning ready drug data.

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Drug discovery is difficult and expensive

You can't advance medicine if you're stuck wading through outdated, contradictory data.

The journey to clinical trial just got easier

Get to market sooner by reducing the time and cost it takes to succeed with AI-powered drug discovery and repurposing.

Train your ML models
with ground
truth data

Enhance your data pool
with structured
information

Build predictive models
with a huge range of
data features

Unlock Biomedical Knowledge

Our drug data is:

  • Structured & machine-learning ready
  • Inclusive of clinical & molecular information
  • Highly connected & links to numerous identifiers
  • Curated by medical & scientific experts
  • Updated daily
  • Inclusive of clinical drug trial & rare disease data

Giving you the power to discover more.

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Explore Data Packages

Quickly integrate deeply connected, machine readable drug data that's been crafted by experts to get you to clinical trial faster.

Popular drug discovery data packages:

Biomedical Knowledge
Complete complex data exploration & analysis with our most comprehensive package
Target Identification
Enhance your analysis with broad information about 17,187 drugs & 19,535 targets
Disease Prioritization
Identify high-potential disease areas to focus your research
Clinical Trials & Rare Disease
Explore deeply curated & connected rare disease trials, treatments, & known targets
Research Landscape
Evaluate prior drug research to determine scientific feasibility & prioritize research
Drug Repurposing
Optimize drug repurposing & predict adverse effects
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Unlock Undruggable Targets

Discover how groundbreaking research is turning “undruggable” targets into therapeutic opportunities.

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our available drug data

For data science and machine learning, DrugBank data is the industry standard and trusted around the world.

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