End-to-end automation

From raw data to clinical value: Constellab orchestrates your lab end to end

In pharmaceutical labs, CROs and hospitals, patient data flows between dozens of tools, formats and teams. Constellab unifies this chain, from collection to delivery, in a single sovereign, traceable and compliant environment.

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6 steps, zero chain breaks

Data

  1. 1

    Collection

    Automatic ingestion from your instruments, LIMS, sequencers and partner data sources. Standard FHIR, CDISC, DICOM connectors.

  2. 2

    Annotation

    Collaborative semantic enrichment: ontologies, metadata, quality control and audit trail built in from the source.

  3. 3

    Storage & databases

    Sovereign GDPR/HDS storage, scientific data lake or lakehouse structuring, complete data governance and lineage.

  4. 4

    Processing

    Bioinformatics pipeline orchestration, distributed computing, guaranteed reproducibility via versioned and containerised environments.

  5. 5

    AI analysis

    Native ML models, digital twins, predictive analysis. Usable by your data scientists or via no-code interfaces for scientists.

  6. 6

    Delivery

    Automated reports, interactive dashboards, export to regulatory tools (eCTD, audit). API for integration into your downstream systems.

Value

Concrete benefits

×4

4× faster time-to-value

Elimination of manual transfers and silos. Analyses that used to take weeks are done in days.

100%

Complete traceability

Every data point, transformation and result is end-to-end traceable. Structured audit trail designed to support GxP and 21 CFR Part 11 validation.

GxP-ready

GxP-ready by design

Constellab meets the technical criteria that enable GxP validation from the ground up — access control, data integrity, audit trail. Formal validation remains the customer's responsibility per their regulatory context.

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