What’s driving the response?
We explain the
biology.
We translate your complex omics data into defensible biological narratives that reveal the “how” behind the phenotype, delivering actionable insight with every claim traceable to the evidence.
Illustrative example. The report titles and figures shown are synthetic demonstrations of the platform output, not client deliverables.
You invested in the data.
Are you getting the return?
You generated omics data to investigate the impact of your product or strain but extracting biological meaning from the results is challenging:
- Standard analysis delivers gene lists and enrichment tables, but not biological interpretation or insight on product performance
- Annotation resources are scattered across dozens of databases
- The knowledge base of gene function is ever evolving and expanding
- Stretched teams don’t have time to fully interpret the biology
Interpreting omics data requires more than statistics. Understanding what the results reveal about product performance requires biological input that standard bioinformatics workflows don’t provide.
Every result contextualised
against all published knowledge.
TraitSeq maintains species-specific knowledge graphs that integrate annotation, pathway, and literature data from continually expanding public resources. When we analyse your data, every differentially expressed gene, every enriched pathway, every network module is interpreted against this knowledge base.
The result is a comprehensive biological narrative that answers your research question, giving your team the mechanistic evidence to make confident R&D decisions.
Research Questions + Raw Data → Biological Answers
You send us
Your research questions:
- What’s the mode of action?
- Is the effect consistent across environments?
- What biomarkers will translate from the lab to the field?
- What makes this strain different?
- Does this edit have off-target effects?
Your omics data and experimental metadata
We advise on experimental design to maximise the insight your data can deliver
Our analysis
- Data preparation: preprocessing, QC, normalisation, batch correction
- Multi-scale analysis: global structure, features, networks, pathways, phenotypes
- Knowledge graph enrichment: all results linked to species-specific annotation and published literature
- AI interpretation: all findings synthesised into a mechanistic narrative
Your data is processed in isolated cloud environments and never shared.
You get back
- Mechanistic report: a publication-ready biological narrative answering your specific question
- Interactive platform: explore and verify every finding yourself
- Results bundle: all statistical outputs, tables, and figures, available for download
- Expert walkthrough: we discuss the findings and implications with your team
1-2 week turnaround, from data upload to expert walkthrough.