# NeuralMesh for Healthcare & Life Sciences

NeuralMesh powers healthcare and life sciences research with predictable petabyte-scale performance, cutting HCLS project times from weeks to days and speeding new drug discoveries.

**Type:** Solution Brief

## Key Benefits of NeuralMesh

**Optimize Data Management With Zero Tuning Required**.

- Ingest, analyze, and offload petabytes of data.
- Access raw files without administrative burden.

**Streamline Multi-Protocol Operations Efficiently**.

- Eliminate redundant data copies post acquisition.
- Reduce end-to-end pipeline latency by up to 10x.

**Handle Small Files and Metadata Efficiently**.

- Scale to billions of files in a single directory.
- Access trillions of files cluster-wide in a flash.

**Support On-Premises, Cloud, and Hybrid Pipelines**.

- Simplify research operations with seamless cloud bursting.
- Protects investments as hardware stacks evolve.

**Achieve Exceptional Performance Density**.

- Condense hardware stack.
- Scale to petabyte-sized datasets linearly.
- Minimize physical footprint.

**Deploy Across Highly Regulated Environments**.

- Ensure encrypted access.
- Retain sensitive, proprietary data across decades for regulatory compliance.

**Automate Tiering to Reduce Operational Complexity**.

- Eliminate the need for third party data movers.
- Gain faster access if needed or store for cheaper if idle.

**Reduce the Overall Cost of Archive Data**.

- Support transparent single namespace between NVMe and object storage.
- Optimize usage of GPUs.

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## HCLS Customers Leveraging NeuralMesh

**Pharmaceutical Discovery & Small Molecule Science**.  
NeuralMesh's distributed metadata architecture allows faster AI/ML training and inference jobs, increasing rates of innovation.

**Genomics & Bioinformatics**.  
NeuralMesh bypasses local SSD bottlenecks with a single storage environment, seamlessly moving I/O directly to GPU servers for extreme performance.

**Biomedical Research & Precision Health Imaging**.  
NeuralMesh reduces data copying times by allowing ingest and full-cycle processing to all reside on the same storage system.

**Microscopy & Cryo-EM Labs**.  
NeuralMesh moves data quickly from imaging scopes over a POSIX-compliant filesystem optimized for small and large files/IO, decreasing job run time.

[Download PDF](/api/resource-pdf?slug=neuralmesh-for-healthcare-life-sciences)