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Target decisions grounded in traceable causal evidence

Data-driven drug discovery needs structured causal evidence to support mechanistic target and biomarker discovery, [but] this information is locked in the literature.

Galactic AI™ [uncovers cause-and-effect relationships] between drugs, genes, and diseases, eliminating the need for time-consuming manual searches.

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For drug discovery and data science teams

For biology teams

Confidence [you’re] working on the most promising science

  • Mechanistic cause-and-effect data enables teams to understand why a target influences disease biology — not just that an association exists.
  • Cause-and-effect path exploration between targets, pathways, and diseases (multihop, direction-aware)
  • Every relationship links back to the original literature, providing the explainability that regulatory and scientific teams demand.
[Explore Galactic AI™ →]

For data science teams

Data that’s already clean, current, and ready to go

  • Relationships and entity annotations delivered as downloadable parquet files to integrate into your own graph, warehouse or ML pipeline.
  • Every relationship comes out typed, directional, resolved to a public identifier and traceable to the sentence it came from.
  • Instant ontology updates to expand your research space without re-processing the entire corpus.
[Request a sample dataset →]

How Galactic AI™ works

[Explore Galactic AI™ →]
  1. Input unstructured documents

    • PubMed
    • PMC
    • bioRxiv
    • medRxiv
    • USPTO
    • EPO
    • Clinical trials
    • Drug labels
    • Grants
  2. Galactic AI™ technology

    Fine-tuned LLMs: NER and cross-sentence RE, directional and signed

  3. Structured and FAIR

    8 relationship classes and 23 entity classes linked to 22 ontologies

  4. Delivery & access

    Data Download, API, Browser

  • Expert Manual Curation

    Fine-tuned LLM models for NER and RE trained on 10+ years of curated data & insights.

  • Science-Driven Quality Control

    Data compared to human curated gold standard. Full model performance benchmarks available on request.

  • Direct Links to Source Documents

    Every relationship links back to the original literature, providing the explainability that regulatory and scientific teams demand.

  • 61Mdocuments
  • 55.7Mcause-and-effect relationships
  • 5.3Bentity mentions
  • 82%relationship precision (PubMed)
  • 93%combined NER + linking accuracy

[Precision measured against a human-curated gold standard.]

Testimonials

Customer testimonials

Our customers span globally recognised companies like Pfizer and AstraZeneca as well as innovative drug discovery biotechs.

“Biorelate and Galactic AI™ stand out because of their ability to identify cause-and-effect pathways, allowing us to connect biological concepts and entities with detailed evidence and traceability."

Sergi Picart Armada

Senior Artificial Intelligence Scientist - Almirall

"Galactic Web can make compiling the right papers a lot quicker. And with Galactic Web, you can really tailor the search terms far beyond what you can do in PubMed."

María Victoria Ruiz Pérez

Senior Translational Cancer Scientist and Translational Guild Lead - Turbine

“Biorelate has been a game changer. The cutting-edge platform can make novel connections between bioactive molecules and disease to help biologists find hidden insights.”

Christopher J Nicholson

Head of Biology - Pepper Bio

"Access to complete raw data sets this solution apart from other existing tools."

Sergi Picart Armada

Senior Artificial Intelligence Scientist - Almirall

“Biorelate has managed to provide a user-friendly tool to Idorsia scientists to cope with the massive amount of biomedical literature and more efficiently discover relevant aspects for our projects to speed up processes.”

Peter Groenen

Head of Translational Biomarkers - Idorsia Pharmaceuticals

"Biorelate excel in customer service and their team were really responsive to our questions and always on hand to help us understand how to get the best value out of the platform"

Harpreet Saini

Head of Bioinformatics - Astex Pharmaceuticals

“Biorelate has a world-class Professional Services team, who go above and beyond in their customer service to help us fully leverage the uniquely rich data from Galactic AI™.”

Bruna Oriol Tordera

Senior Data Scientist - Almirall

"Galactic Web helps when we are looking at something very novel and we need new evidence to support these novel hypotheses"

María Victoria Ruiz Pérez

Senior Translational Cancer Scientist and Translational Guild Lead - Turbine

"Galactic Web helps you find the right evidence to support the many decisions that need making around new hypotheses."

María Victoria Ruiz Pérez

Senior Translational Cancer Scientist and Translational Guild Lead - Turbine

“Biorelate’s NLP-derived contextual interaction data, combined with ETX’s proprietary databases, enables e-therapeutics’ approach to the modelling of complex biology and the use of those models for target identification and deconvolution."

Dr. Jonny Wray

Chief Technology Officer - e-Therapeutics

"The collaboration between Biorelate has been extremely productive and we look forward to working together on future developments."

Professor Ruth Roberts

‍Co-Founder and Director- Apconix

“I highly recommend Galactic AI™ to anybody working with scientific literature. The browser of the causal interactions provides a quick summary of the interrelations between the terms within the found articles, helping a lot to quickly form an opinion about a topic.“

Maxim Shevelev

Ph.D. student - Chemoinformatics

Questions

Find answers to frequently asked questions. Contact us at info@biorelate.com with any further questions about our solutions.

What is Galactic AI™?

Galactic AI™ is the powerhouse behind Biorelate's suite of products and services, representing the pinnacle of data curation technology in the biopharmaceutical sector.

How Does Galactic AI™ Enhance Research Capabilities?

Galactic AI™ revolutionises the way research questions are answered by illuminating the complex cause-and-effect relationships among genes, diseases, drugs, and various biological entities buried within the vast expanse of biomedical literature.

Who Benefits from Galactic AI™?

Galactic AI™ serves a diverse array of professionals in the biopharmaceutical industry, catering to the unique needs of individuals and organisations across the spectrum from leading multinational pharmaceutical companies such as Pfizer and AstraZeneca to dynamic small and medium-sized biotech firms.

Which Text Sources Can Be Curated?

Galactic AI™ is designed to be an expansive and versatile platform capable of curating a wide range of textual sources to support the diverse needs of the biopharmaceutical industry.

How Do I Access the Power of Galactic AI™?

Galactic AI™ offers several tailored access points to cater to different needs within the biopharmaceutical industry, ensuring that researchers, data scientists, and industry professionals can leverage its comprehensive data curation and analysis capabilities.

Causal evidence for drug-target decisions.

We turn the biomedical literature into causal, directional, source-traced evidence for the decisions you make at the target gate, and for the AI you are building on top of them.