Genomic Data Intelligence
Warehousing, harmonizing and interrogating genomic and multi-omic data at population scale.
TYPICAL CLIENT
A consortium or biobank sitting on genomic data that’s hard to query across studies
Usually a Data Infrastructure Lead or Principal Investigator managing genomic and multi-omic data spread across cohorts, formats and access tiers, who needs one governed place researchers can actually query without waiting on a data engineer.
Six concrete deliverables, not a slide deck.
This is exactly what transfers to you at the end of this Genomic Data Intelligence engagement.
Harmonization schema & mapping documentation
A documented schema showing exactly how each source format maps into the unified structure.
ETL pipelines for each data source
Automated ingestion pipelines that keep the warehouse current as new data arrives.
Query & dashboard layer
A configured interface researchers can use to explore data without writing SQL.
Access control matrix
Row- and column-level permissions mapped to your actual data-sharing agreements.
Data lineage tracking
Every record traceable back to its original source and transformation history.
Governance runbook
Documented procedures for onboarding a new data source or a new institution.
What this service includes
Genomic data warehousing
Variant, phenotype and multi-omic data harmonized into a single, queryable structure — regardless of source cohort.
Cross-cohort linkage
Multi-omic and phenotype data linked at the sample and subject level, with full lineage tracked.
Query interfaces & dashboards
Interfaces that let researchers explore cohort-scale data without writing SQL.
Privacy-preserving analytics
De-identification and access-control workflows built for regulated genomic data.
What this looks like in a real engagement
Three concrete examples of the kind of work this service covers.
Harmonizing multiple cohorts into one queryable warehouse
Bringing genomic, clinical and phenotype data from separate studies into a common schema researchers can query together.
Self-serve cohort builder for internal researchers
A tool that lets scientists build a study cohort by filtering variants, phenotypes and demographics, without writing SQL.
Federated access across institutions
Letting partner institutions query aggregate results without ever moving or exposing the underlying raw genomic data.
Data that scales to a cohort, not just a sample.
Most genomic data infrastructure is built for a single study, then breaks the moment a second cohort needs to be layered in. We design schemas and pipelines that scale from one study to a federated, multi-institution dataset.
That means harmonized variant representations, consistent phenotype coding, and access controls that respect each contributing institution’s data-sharing agreement.
How an engagement runs
Four stages, from initial scope to delivery.
Audit existing data
We inventory your current variant, phenotype and multi-omic sources and their inconsistencies.
Design a unified schema
A harmonization layer normalizes formats, coding systems and identifiers across sources.
Build the query layer
Cohort-scale query interfaces and dashboards are built on top of the harmonized warehouse.
Layer in access control
Privacy-preserving analytics and fine-grained access control are added before external users connect.
What we build it with
For the first time, our 40 partner labs can query one dataset instead of comparing forty different spreadsheets.Consortium data lead, multi-institution genomics study
Before you reach out
Yes, our federated architecture pattern lets each institution keep its data under its own governance while still supporting cross-cohort queries.
De-identification workflows and k-anonymity style checks are applied before data is exposed to query layers, based on your institution’s IRB requirements.
The ETL layer is built to isolate format changes to a single ingestion adapter, so one source’s changes don’t break the warehouse for everyone else.
Explore related work
Bioinformatics Pipeline
The pipelines that produce the data this service warehouses.
View PRODUCTGenomic Data Intelligence Platform
Our packaged query-and-visualization layer for genomic data.
View GOVGovernment & Public Health
Population-scale genomic surveillance built on this same infrastructure.
ViewSitting on genomic data you can’t query yet?
Tell us how many sources and cohorts are involved — we’ll map the shortest path to a queryable warehouse.