Life sciences & drug discovery
Accelerated computing lets life science researchers virtually model millions of molecules and screen hundreds of potential drugs in parallel — cutting costs and shrinking time-to-solution for drug discovery.
Solution
Cloud for AI in Life Sciences and Healthcare
Kobayashi delivers a cutting-edge AI cloud platform and machine learning tools — built exclusively to power your AI-driven solutions in healthcare, life sciences, and biotech. Accelerate life-saving breakthroughs in personalized medicine, genomics, and drug discovery with our affordable, reliable, and user-friendly cloud infrastructure.
01Fields
Genomics & multi-omics
HPC-powered genome analysis speeds up population and cancer genomic studies — enabling faster rare disease identification, quicker delivery of tailored therapeutics, and progress toward precision medicine.
HealthTech
AI-powered tools act as an extra diagnostic “eye”: quickly analyzing medical images, calculating measurements, monitoring changes, and flagging urgent findings to streamline workflows and elevate patient care.
MedTech
Our AI Cloud lets MedTech teams train and deploy ML models faster — powering advanced diagnostics, surgical planning, and personalized treatment. This cuts time-to-insight and drives stronger patient outcomes.
02Platform
AI-powered innovation with Kobayashi cloud platform
Automate workflows and optimize AI models
Our platform shortens biotech development cycles — accelerating drug discovery, clinical trials, and healthcare innovations by automating workflows and fine-tuning AI models.
Lower your operational costs
Our cloud-native platform reduces reliance on costly physical infrastructure — without compromising top-tier AI and HPC performance. Flexible pricing lets you test affordably, with savings for long-term commitments.
Scale high-performance computing
Kobayashi delivers scalable HPC infrastructure to process massive datasets quickly and efficiently — whether for research, diagnostics, or bioinformatics workloads.
Seamless cloud integration
Build, tune, and deploy AI models effortlessly with our managed services and cloud-native platform tools. Focus on innovation — we handle the underlying computing complexities.
Scalable infrastructure
Kobayashi scales seamlessly with your work: from small research initiatives to large enterprise clinical trials or biotech projects. We adapt to your growing data and computing needs.
Real-time data processing
Process and analyze large healthcare/genomic datasets in real time — enabling faster diagnostics, quicker research results, and more informed decision-making.
03BioNeMo
BioNeMo is available on Kobayashi
NIMs for inference
- Enterprise-grade microservices for biomolecular AI — deployable in minutes, ready for production.
- Exclusive access to specialized models like MolMIM and GenMol.
- Optimized leading models (AlphaFold2, DiffDock, ESM2-3, etc.) deliver up to multi-fold speedups — including 2.1x faster ESM2-3 inference.
- Built for scalability, security, and seamless integration into production pipelines.
Framework for fine-tuning
- An end-to-end environment for developers: run, adapt, and extend biomolecular AI models (beyond just using pre-built tools).
- More flexible than off-the-shelf NIMs: supports code modification, retraining, and custom fine-tuning of biomolecular models.
- Pre-built, GPU-optimized workflows for protein language models, molecular generation, docking, and representation learning.
- Cuts time and costs significantly compared to standard tools when training large biomolecular models.
Blueprints for workflows
- Ready-to-deploy AI workflow templates tailored for real-world drug discovery use cases.
- Cover core tasks: virtual screening, protein structure prediction, and molecular docking.
- Accelerate adoption by removing the need to build workflows from scratch.
- Flexible and customizable to align with your unique R&D strategy.