AI Use Cases

Low Latency I/O Infrastructure Built for AI

Sustained IOPS. Sub-millisecond latency. Zero throttling. The storage layer modern AI infrastructure demands.

AI Infrastructure illustration
20,000
Guaranteed IOPS
<1ms
Ultra Low Latency
NKS
Managed Kubernetes
$0 Egress
Network Cost

The Storage Layer Powering Modern AI Stacks

Vector Databases

Thousands of random 4K seeks across terabyte-scale indexes. 20K sustained IOPS with sub-ms latency. Your queries stay fast as your indexes grow.

Sustained IOPSZero Throttle
Vector Database illustration

AI Agent Sandboxing

Sustained IOPS handles the write-heavy demands of agent memory, context retrieval, and step logging without throttling

OLTP for AI

High-memory instances designed for rapid database writes and persistent state management in multi-agent workflows.

RAG Pipelines

Accelerate Retrieval Augmented Generation with tight compute-storage locality that reduces latency between vector stores and inference.

Low Latency RetrievalCompute-Storage Locality
RAG Pipeline illustration

Feature Stores

Low-latency point-in-time lookups for online feature serving. Sub-millisecond reads ensure your models access production data without throttling under concurrent load.

20,000sustained iops
Sub-mslatency

AI Observability

High-cardinality telemetry storage for LLM tracing and agent performance monitoring. Sustained write throughput with no throttling under continuous ingestion load.

AI Observability illustration

Price Performance

Accelerated Block Storage (ABS) delivers superiorperformance at a fraction of hyperscaler costs.

nirvana ABS
$93.50/mo
AWS io2
$1,425/mo

NKS

Nirvana Kubernetes ServiceManaged Kubernetes. Production-grade orchestration.
Kubernetes icon

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real-time systems.

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