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Aurenex

Discovery research · Research

Forty omics sources, one queryable model

A harmonised omics layer with sample-level provenance that scientists trusted enough to publish from.

The challenge

Cross-study analysis required weeks of manual data wrangling per question, and results could not be reproduced reliably between teams.

What we did

  1. 01Established sample-level provenance and consent tracking
  2. 02Harmonised assay and annotation vocabularies across sources
  3. 03Built a cohort builder with reproducible query export
  4. 04Layered the Target Identification Agent for evidence retrieval

Results

Cohort build
weeks → minutes
Sources unified
40+
Reproducibility
100%

Client: Research-led pharmaceutical group

Next step

Bring a real problem. We will bring the architecture.

Thirty minutes with our architects is usually enough to tell whether a programme is ready for agents, or whether the data foundation needs work first.

Talk to an architect
See the work