Our services

• Core scientific concept validation
• Robust preclinical data compendium generation
• Platform architecture design: modular, scalable & industrialized
• Platform execution tech stack

• Data Infrastructure: secure, flexible, scalable, low-cost
• Data Governance: curation, harmonization, breaking data silo's, making data FAIR and AI-ready
• Data Lakehouse: architecting and costruction

• Integrating cloud-based and on-prem data platforms
• automation 
• AI-driven analytics

to streamline data capture, enhance reproducibility and accelerate discovery

• Diesease Reserach: elucidating disease pathways amenable to therapeutic intervention
• Target ID: biomarker-based target ID; Knowledge graph-driven novel target prediction by deep learning algorithms 
• Drug Repurposing: Knowledge graph-based drug repurposing prediction by deep learning algorithms
• Biomarker Discovery: it's never too early to start looking for your PD and response biomarkers.
• Tox/Side-Effect Prediction: Knowledge graph-based safety liability prediction by deep learning

• Indication Selection: Find the indication(s) where patients will most likely benefit from your amazing therapy
• Therapy-Patient Matching: What precision medicine is all about
• Durg Combination Strategy; Synergy Prediction: Drug combination is the future for complex genetic diseases (e.g. oncology)
• Predictive Modeling for Response
• Response Biomarker Discovery: impactful for clinical successes

• Clinical Response Characterization/Modeling: RWD + multi-omics + imaging data + lab data
• Response Biomarker Discovery/Validation: RWD + multi-omics + imaging data + lab data

• Resolve manufacturing issues, Optimize Mfg process, Ensuring GMP compliance: Modeling with clinical data (both baseline and post-treatment) and manufacturing process data