Solutions

Infrastructure optimized for your use case

Every AI workload has unique requirements. NeuralVane provides purpose-built infrastructure configurations for the most demanding use cases in the industry.

🧠
Training

Foundation Model Training

Train models with billions of parameters across thousands of GPUs. Our InfiniBand fabric and optimized NCCL configurations deliver near-linear scaling for distributed training at any size.

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16,384
Max GPUs per Job
400 Gbps
InfiniBand
95%+
Scaling Efficiency
H100/B200
GPU Options
🎨
Inference

Generative AI

Serve LLMs, diffusion models, and multimodal systems at scale with sub-10ms latency. Automatic batching, speculative decoding, and global edge deployment keep your users happy.

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<10ms
P99 Latency
Auto
Scaling
12
Edge Regions
100M+
Daily Requests
🔬
Research

Scientific Computing

Molecular dynamics, protein folding, climate modeling, and physics simulations. High-memory GPU configurations with optimized MPI and NCCL for HPC workloads.

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80 GB
GPU Memory
MPI/NCCL
Optimized
HIPAA
Compliant
PB-scale
Storage
🚗
Autonomy

Autonomous Systems

Train perception, planning, and simulation models for self-driving vehicles and robotics. High-throughput data pipelines handle petabytes of sensor data without I/O bottlenecks.

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120 GB/s
Data Throughput
PB-scale
Dataset Storage
Multi-modal
Pipeline Support
Real-time
Simulation
💹
Finance

Financial Services

Risk modeling, fraud detection, algorithmic trading, and NLP for financial documents. SOC 2 compliant infrastructure with data residency controls and audit logging.

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SOC 2
Certified
<1ms
Network Latency
Audit
Full Logging
Dedicated
Tenancy

Not sure which solution fits?

Our solutions architects will help you design the optimal infrastructure for your specific workload.