Bespoke Computational Research for Life Sciences
We develop tailored AI models and quantitative analyses using your proprietary data, delivering insights that accelerate discovery and precision medicine.
Research Services
Comprehensive computational biology solutions tailored to your research needs
Custom AI & Statistical Modeling
Development of tailored machine learning and statistical models using multi-modal biological data supplied by the client.
- Foundation model adaptation
- Target identification
- Biomarker discovery & validation
- Treatment response analysis
Disease & Mechanism Modeling
Support hypothesis-driven research by building quantitative models that help explore biological mechanisms and disease dynamics.
- Biological pathways analysis
- Disease progression modeling
- Molecular-phenotype relationships
- Mechanism exploration
Research Consulting
End-to-end research strategy consulting with secure model deployment within client-controlled environments.
- Experimental strategy
- Data readiness planning
- Model validation & robustness
- On-prem & private cloud deployment
Technical Capabilities
We work with diverse data modalities and leverage cutting-edge computational methods to deliver actionable insights.
Data Types
- Multi-Omics
- Clinical Variables
- Imaging Data
Modeling Approaches
- Deep Learning
- Statistical Inference
- Causal Modeling
- Foundation Model Fine-tuning
Research Applications
- Target Identification
- Biomarker Discovery
- Drug Response Prediction
- Mechanism Elucidation
Deployment Options
- On-premises Infrastructure
- Private Cloud (AWS/GCP/Azure)
- Secure Data Enclaves
- Client-controlled Environments
How We Work
A structured approach to delivering high-impact computational research
Discovery & Planning
We begin with a deep dive into your research objectives, available data, and infrastructure requirements to define a clear path forward.
Data Assessment
Our team evaluates data readiness, quality, and suitability for modeling, identifying any preprocessing or enrichment needs.
Model Development
Custom AI and statistical models are built iteratively, with continuous validation against your biological hypotheses and benchmarks.
Validation & Deployment
Rigorous model validation followed by secure deployment within your controlled environment, with full documentation and handoff.
Ready to accelerate your research?
Let's discuss how custom AI and quantitative biology can advance your discovery programs.