Faster Storage for Breakthrough Research and Scientific Discovery
Enable drug pioneering, genomic sequencing, microscopy, and medical breakthroughs in healthcare and life sciences
Deployed across pharma, genomics, and clinical research
USE CASES
Your Entire Research Pipeline Runs on NeuralMesh
Genomics, cryo-EM, imaging, and drug discovery share a constraint: billions of small files with unpredictable access patterns. WEKA® NeuralMesh™ handles them in a single namespace with distributed metadata, so no workload waits on another.
Biomedical Research & Bioinformatics
Bypass local SSD bottlenecks and move I/O directly to your GPU servers through automated tiering, so complex bioinformatics jobs stop queueing behind data staging.
Microscopy & Imaging Sciences
High-performance SMB and S3 move data off imaging scopes fast, then process it over a POSIX-compliant filesystem with no data copying in between.
AI Precision Health Imaging
As AI imaging workloads grow in scale and complexity, NeuralMesh eliminates the storage bottleneck that leaves your GPU clusters idle between training runs.
Cryo-EM Labs
Access a single namespace with smart tiering between flash and object storage that keeps every micrograph ready for analysis without manual staging.
What HCLS teams measured after NeuralMesh
Results from genomics institutes, medical research foundations, and AI safety labs running production research workloads.
0x
Acceleration in drug discovery research
0%
Decrease in total infrastructure cost
0%
Drop in cloud storage costs
0x
Speed improvement in large file access
WHY WEKA
Faster Discovery from the GPUs You Already Own
Research budgets run thin and GPU clusters sit idle waiting on storage. Buying more compute doesn't fix a data problem.
Expedite AI Model Training Times
Break down the memory-to-storage bottleneck with faster file access and higher IOPS to reduce your training times by up to 20x with NeuralMesh.
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Expedite AI Model Training Times
Break down the memory-to-storage bottleneck with faster file access and higher IOPS to reduce your training times by up to 20x with NeuralMesh.
Maximize ROI from Existing GPUs and CPUs
Push GPU utilization from roughly 30% to over 90% and gain 2 to 3x throughput on the infrastructure you already own, improving your cost per computation.
Streamline Multi-Protocol Operations
Eliminate redundant data copies after acquisition and reduce end-to-end pipeline latency by up to 10x with NeuralMesh™ Axon™.
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Steven BasartR&D Lead • Center for AI Safety
“WEKA has unlocked a lot of research potential for us. We can support 6 times the amount of research projects and are still growing.”
Accelerate Critical AI Without Compromise
Meet strict compliance and sovereign data governance while delivering the extreme throughput your mission-critical models demand.
Frequently Asked Questions
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