DISQOVER Knowledge Feeds | ONTOFORCE

DISQOVER KNOWLEDGE FEEDS

Curated, harmonized,
domain-rich data.
Delivered instantly.

Monthly-refreshed data packages delivered directly into your DISQOVER Foundation, maintained and curated by ONTOFORCE's expert data team, so your team can focus on discovery, not data preparation.

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The challenge

Stop preparing data.
Start analyzing it.

When public life sciences data is scattered across dozens of sources and inconsistently structured, researchers spend more time wrangling data than answering scientific questions. This slows discovery and limits the ability to reason across domains.

DISQOVER Knowledge Feeds are modular, domain-specific collections of publicly available data curated and refreshed regularly by ONTOFORCE's expert team. They are harmonized, ontology-mapped, and linked within your DISQOVER Foundation, integrating seamlessly with your own internal data to create a single connected source of truth.

Available Knowledge Feeds

Connected knowledge across every domain

Choose from seven domain-specific feeds, each curated, harmonized, and ready to link with your internal data. Feeds are linked across domains within your DISQOVER Foundation, unlocking cross-domain insights without additional integration effort.

Included in Foundation
30+ data sources
3.7B triples

Life Sciences Foundation

Clinical Study, Disease, Drug, Gene, Gene-Disease-Target Association, Ontology, Target

20+ data sources
2.7B triples

Clinical Development

Adverse Event, Arm, Clinical Protocol, Mechanism of Action, Outcome, Site, Sponsor, Study Population, Withdrawal

30+ data sources
18.2B triples

Biomedical Research

Anatomy, Biomarker, Cell Line, Chemical, GWAS Result, GWAS Study, Isomer, Mechanism of Action, Ontology, Pathway, Patent, Patent Family, Person, PheWAS Result, Reaction, Variant

20+ data sources
7.7B triples

Protein Functions & Interactions

Anatomy, Analytical Antibody, Enzyme, Isoform, Organism, Protein, Protein Complex, Protein Domain, Protein Interactions, Protein-Variant-Association, Variant

5+ data sources
22.2B triples

Scientific Literature & Publications

Journal, Ontology, Person, Publication

10+ data sources
36.5B triples

Safety & Regulatory

Adverse Event, Drug Treatment, Drug-Drug Interaction, IDMP-Property, IDMP-Referential, IDMP-Substance, Location, Medical Device, Medicinal Package, Medicinal Product, Organization, Pharmacokinetics, Toxicity, Vendor

10+ data sources
1.4B triples

Gene Function & Conservation

Gene, Organism, Ortholog, Transcript, Variant

80+
Trusted sources

Your data, linked to 80+ trusted life sciences sources

Every feed is mapped to shared ontologies, linked across entities, and enriched with full provenance creating a single, connected source of truth for your organization.

Why Knowledge Feeds

Go far beyond raw public datasets

Without Knowledge Feeds
Slow to startWeeks spent sourcing, cleaning, and normalizing public datasets before any analysis can begin.
Inconsistent entitiesInconsistent entity naming across sources makes cross-domain queries unreliable.
Data goes staleManual refresh cycles lag behind scientific developments.
No provenance trailHard to know if the data is trustworthy enough to act on.
Siloed dataInternal and public data sit in separate silos with no shared structure to connect them.
VS
With Knowledge Feeds
Ready from day oneTrusted, harmonized data delivered directly into your Foundation. Start analyzing immediately.
Shared ontologiesAll entities mapped to shared ontologies, enabling reliable queries across domains and sources.
Always currentMonthly refreshes keep your knowledge graph current with the latest publicly available data.
Full provenanceEvery data point is traceable to its original source, so you can act with confidence.
One connected graphPublic and internal data linked in a single knowledge graph, ready for cross-domain insight.

Licensed Data

Bring licensed data into the same connected knowledge layer

In addition to curated publicly available datasets, DISQOVER can also ingest and harmonize licensed data, including sources such as Clarivate (Cortellis), BioRelate, and Citeline, into the same knowledge graph.

This ensures licensed content is fully linked, ontology-mapped, and searchable alongside all other data, unlocking richer cross-domain insights without additional integration effort.

Public Data Licensed Data Internal Data

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Ready to bring connected knowledge to your team?

Start with trusted, harmonized life sciences data. No cleaning, no transformation, no delay.

Get started today