Solution Architecture

Serverless AI inference at extraordinary speed

Scale your most ambitious models without the infrastructure overhead. Crusoe Managed Inference gives you ultra-low latency and high-throughput performance in a few clicks, so you can focus on innovation, not operations.

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Distributed model inference on Crusoe Cloud

Go ZeroOps with Crusoe Managed Inference powered by MemoryAlloy™ technology.

Serverless AI inference with Crusoe Managed Inference

Model Selection & API Generation

Start with our curated gallery or bring your own fine-tuned models. Generate high-availability API endpoints with one click. The request is immediately authenticated and normalized across a single unified surface, so your team stays in the flow.

Intelligent routing and KV caching

Powered by MemoryAlloy™ technology, our engine remembers context so your models don’t have to, cutting out wasted work to deliver instant results.

Accelerated execution

Pre-tuned models from the curated gallery or your custom fine-tuned models execute on high-performance GPUs. The infrastructure automatically handles auto-scaling based on current queue depth, so capacity expands with demand without manual intervention.

Ultra-low latency delivery

Generated tokens are streamed back to your application faster compared to standard implementations. Performance metrics are visible directly in the Crusoe Intelligence Foundry, no third-party observability tooling required.

Efficiency that
fuels innovation

Crusoe Cloud leverages high-performance technologies to build a robust inference platform, allowing you to optimize throughput and serve end-users at scale.

Low latency, high throughput

Our proprietary MemoryAlloy™ technology features a cluster-wide KV cache that eliminates redundant context recomputation. Achieve up to 9.9× faster Time-to-First-Token (TTFT) and 5× higher throughput versus standard implementations.
Read our technical blog for even more details.

Serverless fine-tuning

Optimize your proprietary models or pre-configured open source models using custom datasets, configured entirely within a single, intuitive graphical user interface. Through a drag-and-drop mechanism, the fine-tuning job can be initiated seamlessly. Now in private preview — request access.

One click API generation

Crusoe Intelligence Foundry provides one-click generation and management of inference APIs. Seamlessly integrate into any application with management and observability functionality consolidated in a single platform.

Flexible pricing for scale

Two modes to meet customers where they are: pay-per-token for experimentation and development or provisioned throughput for production SLA-backed deployments.