Biomarker results from every lab, in one model you can query.
Bring in assay results from any lab, map them to one model, check quality on arrival and keep each result traceable to its original file.
Biomarker Data Intelligence brings assay results from central and specialty labs into one model, maps differing names, units and formats, runs quality checks when data arrives and keeps every value linked to the file it came from, so results can be compared across sites, studies and programmes.
Every lab, its own format
Each lab sends results in its own layout, naming and units. Before anyone can analyse them, someone has to clean and map them — again, for each study.
Mapped once, reused everywhere
Mappings for a lab and assay are kept, so the next delivery maps automatically and differences from the last delivery are flagged for review.
Checked on arrival
Quality checks run as each file arrives — missing values, out-of-range results, results for samples that do not exist in the inventory — and issues go back to the lab while they can still be fixed.
What you get
What Biomarker Data Intelligence delivers
Biomarker Data Intelligence is part of the Study Intelligence platform — an AI-native, study intelligence system built for regulated Life Sciences. See how it fits with Sample Intelligence, Study Operations Intelligence, Study Agents.
- Results from any lab and format
- Mapping to a common model
- Quality checks on arrival
- Traceable to the original file
Common questions
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Which data types are supported?
Common biomarker and assay outputs such as immunoassay, flow cytometry, genomic and other omics summaries, and safety lab results. New formats are mapped during onboarding.
Related capabilities
All capabilitiesA master inventory of study samples across labs, CROs and biorepositories, with chain of custody, stability windows and consent status for each one.
Learn more about Sample IntelligenceStudy Operations IntelligenceEnrolment, visits, sample collection, protocol deviations and vendor milestones in one operational view, tied back to the sample and biomarker data.
Learn more about Study Operations IntelligenceStudy AgentsStudy agents answer questions about samples, data and operations in plain English, cite the records behind each answer, and prepare routine work for people to approve.
Learn more about Study AgentsException DetectionContinuous checks for consent withdrawals with samples still in use, broken chains of custody, stability windows, missed shipments and samples with no matching visit.
Learn more about Exception DetectionVendor and Lab ReconciliationMatch manifests, inventories, visit data and results across CROs, central and specialty labs and biorepositories, and send discrepancies back with the evidence.
Learn more about Vendor and Lab ReconciliationTranslational Research WorkspaceBuild cohorts across studies by clinical, sample and biomarker criteria, check consent for the intended use, and hand a clean, traceable dataset to analysis.
Learn more about Translational Research WorkspaceSee biomarker data intelligence on your own data.
Bring a study's sample manifest or vendor data. We show you the reconciled view and the questions it answers.
- We reply within one business day
- We walk through a study like yours
- You see answers with their sources