BenevolentAl Therapeutics Pipeline and Triage
Proprietary Knowledge Graph, purpose-built for drug discovery
The data engine that powers the Benevolent Platform™
COMPREHENSIVE DATA
DIVERSITY OF DATA
GROWTH OF DATA
400m NLP derived relationships
30m
structured relationships
85+ data sources used
1bn relationship edges
22m additional mechanism connections
14X growth over 12 months
Literature
Scientific Literature
Patent Literature
Regulatory Documents
Pathology
Diseases
Symptoms
Biological Systems
Cellular Component
Molecular Function
Biological Process
Mechanism
Pathways
Benevolent Knowledge Graph
Experiments
Assay Data (Binding,
Omics Comparison,
CRISPR Screens)
Clinical Trial
OMICS
Genes
Proteins
Isoforms
Transcripts & Variants
Molecules
Organic Compounds
Preclinical Candidates
Approved Drugs
Antibodies
Other Biologics
Pharmacology
Pharmacokinetics
Uniquely combines
public, proprietary &
inferred knowledge
60%+ of the most
important information used
by our models is Al-derived,
proprietary knowledge
✓ Therapeutic area and
drug modality agnostic
✓ Can be deployed with
partners in secure cloud
environment
Al
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