OntoBio
A bio knowledge AI service that structures complex bio·healthcare data with ontology and knowledge graphs and combines it with generative AI to support research, commercialization, clinical and regulatory response.
Bio · Healthcare · Knowledge Graph
OntoBio links scattered bio data by meaning to raise the quality of evidence-based search, analysis and reporting.
Knowledge graph structure
Connecting bio knowledge
from disease to drug
Linking disease, gene, drug, literature and clinical data into one knowledge graph — creating not volume of data, but meaningfully connected data.
Problems we solve
In bio, connection matters more
than sheer data volume
Terminology clutter
Disease, gene, protein, drug, target and biomarker terms vary, requiring mapping to standard concepts.
Identifier mismatch
Different identifier schemes across DBs risk duplicating or missing the same entity.
Scattered search
Searching disease, gene, drug, clinical and literature separately takes time.
Hard-to-trace evidence
Evidence behind AI answers and research results is hard to trace and reproduce.
Broken knowledge flow
Knowledge doesn't connect across research, commercialization, clinical and regulatory.
Core services
Bio knowledge
as evidence-based AI
On bio knowledge linked by standard concepts, we support evidence-based search, analysis and report writing.
Bio graph build
Link disease, gene, drug, literature and clinical entities by standard concepts.
Evidence-based search
Provide multi-entity search connecting disease–gene–drug–literature.
Target · pipeline discovery
Explore targets and candidates connected to a disease by relationships.
Literature · patent GraphRAG
Search and analyze papers and patents with evidence.
Regulatory knowledge
Organize and link the evidence and rules needed for regulatory response.
Auto report drafting
Generate report drafts with cited evidence.
Bio research AI assistant
Answer researchers' natural-language questions grounded in the graph.
Expected impact
From evidence-based research
to regulatory response
Evidence-based decisions
Present sources and relationships together.
Research productivity
Connect scattered searches at once.
No duplication
Reconcile entities by standard concepts.
Regulatory readiness
Support responses backed by evidence.