From HPC to AI: Accelerating Discovery in Life Sciences
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Discover how DDN helps life sciences teams remove data barriers and optimize AI pipelines for genomics, imaging, and real-time diagnostics.
Unify research, clinical, and genomic data to drive faster, smarter breakthroughs.
AI is Your Edge to Win–
Is Your Enterprise Ready?
Success with AI demands scalable infrastructure, expertise and a clear roadmap.
Yet, many enterprises face roadblocks that slow adoption and impact performance.
Outdated Architecture
Simplified tools to help you build a strong foundation.
Limited Resources
Advanced tips and templates for tracking progress.
Unclear AI Strategy
Resources to diversify and maximize returns.
Common Challenges Holding Enterprises Back:
Accelerate AI Innovation with the DDN Data Intelligence Platform
AI-Optimized Performance
Designed for high-speed, data-intensive AI workloads to maximize efficiency.
Unified Data Infrastructure
Break down silos and create a seamless AI foundation for enterprise success.
Efficiency at Scale
Deliver 10x faster performance while reducing power consumption by 10x.
15x Fast Modeling Training
Accelerate AI outcomes with optimized infrastructure for large-scale workloads.
Limitless Scalability
Scale AI without constraints—expand seamlessly with zero performance loss.
Power Your AI Strategy with DDN–Get Started Today
The DDN Data Intelligence Platform is purpose-built for AI, delivering unmatched speed, scalability, and efficiency to power data-driven innovation. Simplify complexity, unlock value, and drive real-world results—at any scale.
Why DDN for Enterprise AI
Proven AI Infrastructure
Deployed in 1,500+ global AI environments
Seamless Integration
Works with NVIDIA, HPE, Dell and your existing stack
Engineered for the AI Revolution
Performance at Scale
Train large models 20x fast
Trusted by the Most Advanced Enterprises in the World
Fuel Faster Discovery with an AI Infrastructure Assessment
In Life Sciences, Every Second Counts.
Train Large Language Models at Unmatched Speed
Accelerate model training and inference with high-throughput data movement and scalable performance. DDN supports even the most compute-intensive workloads across distributed nodes.
Drive AI Decisions in Real Time
Enable low-latency inference at the edge or in-stream — ideal for fraud detection, personalization engines, and trading models that can’t afford delay.
Unify research, clinical, and genomic data to drive faster, smarter breakthroughs.
[ LIFE SCIENCES ]
Unify Your Data & Metadata
DDN turns fragmented sources into a single, actionable AI data layer across edge, core, and cloud.
How DDN Makes AI Real
From data prep to inference and RAG, DDN accelerates the entire pipeline with native integrations and orchestration.
Run AI Workflows Faster, Simpler
Deliver at Enterprise Scale
15x faster checkpointing, 75% lower infra costs, and extreme GPU efficiency, all backed by a software-defined platform.
Shorten the path from research to patient care by unifying HPC pipelines with AI-driven diagnostics, delivering insights in real time with ultra-low latency.
Accelerate Time-to-Treatment
AI: Transforming Diagnostics, Drug Discovery, and Treatment
Optimized for Your AI Workloads
DDN’s storage appliances make deployment, management, and scaling simple even for the largest AI application.
Real-Time Decision Engines
Multi-Model AI Pipelines
LLM Training & Inference
AI Model Versioning & Governance
Train massive language models with ultra-fast data throughput and scale effortlessly as your model sizes grow.
Enable high-speed, AI-driven decisions at the edge or in-stream – with zero compromise on performance or reliability.
Run diverse models in parallel with streamlined access to shared datasets and intelligent workload balancing.
Support reproducibility, compliance, and collaboration with high-performance storage and structured data management.
From HPC to AI: Powering Life Sciences Discovery Through Intelligent Infrastructure
[ BLOG ]
DDN & Helmholtz Munich: Modernizing Data Management to Discover the Future of Health
[ CUSTOMER SUCCESS ]
DDN & Roche: Revolutionizing Personalized Healthcare with Data-Based Insights
[ CUSTOMER SUCCESS ]
From HPC to AI in Biomedical Research
From HIV and flu to COVID-19, advances in GPU computing and high-performance computing (HPC) have cut processing times from months to days, enabling real-time AI-driven insights. Watch how Scripps Research and DDN are shaping the future of medicine.
Trusted by the Most Advanced Enterprises in the World
[ LIFE SCIENCES AI EXPERTS ]
DDN Infinia, paired with NVIDIA BioNeMo, delivers high-performance AI infrastructure for biomedical research.
Discover how this combination transforms massive datasets into real-time insights and powers faster breakthroughs in drug discovery, genomics, and personalized medicine.
In Life Sciences, Every Second Counts.
HPC has long powered genomics, imaging, and clinical research,but the future lies in unifying that performance with AI.
Faster insights, simpler pipelines, and breakthroughs that move from bench to bedside, faster.
THE RESULT?
[ WHITEPAPER ]
Accelerate Time-to-Treatment
Shorten the path from research to patient care by unifying HPC pipelines with AI-driven diagnostics, delivering insights in real time with ultra-low latency.
Run genomics and clinical workloads at multi-TB/s throughput with EXAScaler® and Infinia, ensuring full GPU efficiency and faster AI training, inference, and discovery.
Maximize HPC-to-AI Performance
Unify Research, Clinical, and Genomic Data
Eliminate silos by consolidating genomics, imaging, and clinical datasets into a single secure platform, enabling seamless HPC and AI workflows across the discovery pipeline.
Scale & Future-Proof Your Infrastructure
Adapt to growing life sciences demands with Infinia and EXAScaler®, scaling linearly to petabytes while lowering data management costs and ensuring AI-driven innovation.
Your AI Success
Starts Here
[ RELATED RESOURCES ]
[ LIFE SCIENCES ]
HPC has long powered genomics, imaging, and clinical research,but the future lies in unifying that performance with AI.
DDN’s EXAScaler® and Infinia connect HPC and AI with ultra-low latency access to research, clinical, and genomic data. From sequencing to AI-powered diagnostics and drug discovery, data is trained and inferred in place, at scale, without bottlenecks.
THE RESULT?
Faster insights, simpler pipelines, and breakthroughs that move from bench to bedside, faster.
Run genomics and clinical workloads at multi-TB/s throughput with EXAScaler® and Infinia, ensuring full GPU efficiency and faster AI training, inference, and discovery.
Maximize HPC-to-AI Performance
Eliminate silos by consolidating genomics, imaging, and clinical datasets into a single secure platform, enabling seamless HPC and AI workflows across the discovery pipeline.
Unify Research, Clinical, and Genomic Data
Adapt to growing life sciences demands with Infinia and EXAScaler®, scaling linearly to petabytes while lowering data management costs and ensuring AI-driven innovation.
Scale & Future-Proof Your Infrastructure
Learn how integrating AI with vast datasets is not only improving patient outcomes but also shaping the future of personalized medicine.
From HPC to AI in Biomedical Research
From HIV and flu to COVID-19, advances in GPU computing and high-performance computing (HPC) have cut processing times from months to days, enabling real-time AI-driven insights. Watch how Scripps Research and DDN are shaping the future of medicine.
[ BLOG SERIES ]
In Life Sciences, Speed Saves Lives.
But AI is only as effective as the infrastructure behind it.
DDN’s Data Intelligence Platform delivers high-performance access to multimodal data such as genomics, imaging, diagnostics, and more, enabling you to train and infer in place, no matter where your data lives.
Faster insights, simplified workflows, and accelerated discovery at scale.
THE RESULT?
This blog delves into real-world applications, demonstrating how AI accelerates genomic analysis, enhances diagnostic accuracy, and streamlines clinical workflows.
Learn how integrating AI with vast datasets is not only improving patient outcomes but also shaping the future of personalized medicine.
[ BLOG SERIES ]
DDN’s EXAScaler® and Infinia connect HPC and AI with ultra-low latency access to research, clinical, and genomic data. From sequencing to AI-powered diagnostics and drug discovery, data is trained and inferred in place, at scale, without bottlenecks.
Learn how integrating AI with vast datasets is not only improving patient outcomes but also shaping the future of personalized medicine.
[ BLOG SERIES ]