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Industries · Genomics & Life Sciences
Data & AI for genomics & life sciences
Evidence intelligence for variant analysis, domain-specific models, and governed genomic data platforms — with every step auditable and a curator in control of every call.
Where we work
Variant classificationACMG / AMPLiterature miningClinVar & gnomADOMIMHGVS normalizationEvidence reportsDomain-specific modelsGenomic data platformsResearch copilots
The problems
What slows genomic interpretation down
The challenges labs and research teams describe to us.
Literature outpaces curation
Evidence for a single variant is spread across papers, databases and case reports that change every month.
Curation is slow and manual
Applying ACMG/AMP criteria variant by variant takes skilled time that labs never have enough of.
Every call needs provenance
A classification has to show exactly which evidence supported each criterion, and from which source and version.
Pipelines that can’t be audited
Scripts chained together are hard to review, rerun or explain when a result is questioned.
Data in too many formats
VCFs, reference builds, phenotype terms and annotations arrive inconsistently across projects and partners.
Sensitive data, strict controls
Genomic data has to stay inside the organization’s environment, with access and use recorded.
The products
Built for genomics teams
Evidence intelligence for interpretation, and domain models for everything around it.
Variant evidence intelligence
InsightVariant
Multi-agent evidence intelligence for genomic variant classification.
- ACMG/AMP criteria applied with per-criterion evidence
- ClinVar, gnomAD, OMIM, Ensembl/VEP, UniProt and PubMed
- Auditable, replayable pipeline with curator override
Domain-specific models
InsightDLM
Build domain-specific small and large language models your organization can trust.
- Curate data and generate training sets
- Fine-tune, evaluate and deploy vertical models
- Runs in your environment
Decision support, not a diagnosis. InsightVariant prepares and organizes the evidence; qualified clinical curators review, override and sign off every classification.
Use cases
Where AI helps genomics teams
Each one keeps the expert in the loop and the evidence on the record.
Variant classification support
Evidence gathered and ranked against ACMG/AMP criteria for every variant, ready for a curator to review and sign off.
InsightVariant
Literature surveillance
New publications relevant to variants already classified, surfaced so reclassification is not left to chance.
InsightVariant
Evidence reports with provenance
Reports where each claim cites its source with PMID, DOI, database and version.
InsightVariant
Domain-specific language models
Models trained on your own curated knowledge for search, summarization and drafting.
InsightDLM
Genomic data platform
A governed lakehouse for variants, phenotypes and annotations, with lineage and access control.
Innovation POD build
Research copilots
Researchers ask questions across internal documents and public sources and get cited answers.
Innovation POD build
Architecture
From VCF to reviewed classification
A pipeline you can audit step by step and replay on the same inputs.
Variant analysis pipeline
Reading
Field notes
Posts on genomics and healthcare data from across our sites.
Built on the platforms research teams already run
DatabricksGoogle CloudAWSAzureSnowflake