Bio-AI Co-design Services
Integrated AI and hardware co-design for biological data analysis, accelerating discovery through multimodal data and lab automation.
- Domain-specific models for biological and genomic data
- Multimodal analysis pipelines with lab automation
- Top-performer team at the CAGI7 genome interpretation challenge
AI built for biology, not adapted to it
Biological data — genomic, multi-omic, imaging, lab instrumentation — has structure that general-purpose AI pipelines handle poorly. Our bio-AI co-design services build the model, the data pipeline, and where it pays off, the hardware, around the biology itself.
Our approach was validated at CAGI7 (Critical Assessment of Genome Interpretation), where UX Factory was selected as a top-performer team in the challenge held in Boston, MA.
What this enables
- Domain-specific models for genome interpretation and biological data analysis, evaluated against the questions biologists actually ask.
- Multimodal pipelines that combine sequence, imaging, and instrument data into one analysis flow.
- Lab automation integration, so analysis keeps pace with data generation instead of becoming the bottleneck.
How we engage
We work as a co-design partner with research groups and companies — from scoping the biological question to delivering a running analysis system. Start a conversation about your data and discovery goals.
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