# CoreWeave
*Also known as CoreWeave*

- Website: https://www.coreweave.com
- Agent profile: https://directory.haycion.ai/agents/coreweave-com

> AI-native cloud platform powering pioneers' most complex AI workloads.

CoreWeave provides an AI-native cloud platform that combines an integrated set of technology, tools, and teams to power pioneers' most complex AI workloads. With global AI data centers, it enables scalable, high-performance compute, storage, and orchestration for AI research, development, and production, while emphasizing observability, security, and cost control.

**Mission:** To empower AI innovation by providing a purpose-built, AI-native cloud infrastructure that enables scalable, reliable, and observable AI workloads.

## Products & Services

### [CoreWeave Cloud Platform](https://www.coreweave.com/platform)
*Platform*
Empowers organizations to scale AI workloads efficiently with robust performance and integrated tools.

- **Integrated AI-native Platform** — Delivers Unified AI Solutions
- **Power for Complex Workloads** — Accelerates High-Performance Projects
- **Global Data Center Footprint** — Supports AI Deployments Worldwide
- **Zero Egress Migration (0EM)** — Eliminates Migration Fees
- **AI Workload Management** — Enables Efficient Workload Orchestration

### [NVIDIA Vera Rubin](https://www.coreweave.com/products/nvidia-vera-rubin)
*Product*
Harness Cutting-Edge AI Performance With NVIDIA Vera Rubin's Rack-Scale Compute Capabilities.

- **NVIDIA Vera Rubin GPU Accelerator** — Empowers High-Performance AI Workloads
- **Agentic AI Compatibility** — Supports Advanced Inference Workloads
- **Integration with CoreWeave Cloud** — Facilitates Scalable AI Deployment

### [NVIDIA Blackwell](https://www.coreweave.com/products/nvidia-blackwell)
*Product*
Unlocks up to 30x faster real-time LLM performance for advanced AI applications.

- **NVIDIA Blackwell GPU Accelerator** — Accelerates AI Workloads Significantly
- **Full Line-Rate Networking** — Enhances Communication Speed
- **Expanded Memory for Large AI Models** — Facilitates Large Model Training

### [NVIDIA Hopper](https://www.coreweave.com/products/hgx-h100-h200)
*Product*
Delivers Superior Performance and Scalability for AI Workloads.

- **High Performance** — Achieves Up To 4X Higher Training Performance
- **Real-Time Inference** — Enables Real-Time Inference
- **Scalable AI Infrastructure** — Accommodates Hundreds Of Thousands Of GPUs
- **Cutting-Edge Memory Technology** — Maximizes Data Throughput

### [NVIDIA Ada Lovelace](https://www.coreweave.com/products/gpu-compute#additional-gpu-skus)
*Product*
Accelerate AI and machine learning workloads with the NVIDIA Ada Lovelace GPU.

- **NVIDIA Ada Lovelace GPU Accelerator** — Delivers Unmatched Performance
- **High-Performance Computing** — Enhances Speed and Efficiency
- **Scalability** — Effortless Scaling

### [CPU Compute](https://www.coreweave.com/products/cpu-compute)
*Product*
Enhance AI workloads with powerful and flexible CPU instances.

- **Grace CPU Support** — Leverage Grace CPU Technology
- **AMD EPYC 9005 Series** — Utilize High-Performance CPUs
- **Intel Xeon Processor Generations** — Access Cutting-Edge Intel CPUs

### [Bare Metal Servers](https://www.coreweave.com/products/bare-metal)
*Product*
Achieve Maximum Performance For AI Workloads With Direct Access To Resources.

- **Dedicated Hardware** — Maximize Performance.
- **Kubernetes on Bare Metal** — Enhance Observability.
- **High Throughput for AI Models** — Achieve Faster Training.

### [CoreWeave Managed Kubernetes](https://www.coreweave.com/products/coreweave-kubernetes-service)
*Service*
Accelerate AI application deployment with CoreWeave's fully managed Kubernetes service.

- **Bare Metal Kubernetes** — Maximize Performance and Reliability
- **Deep Integration with AI Workflows** — Streamline AI Operations
- **Preconfigured Clusters** — Enable Faster Deployment
- **Cost Predictability** — Control Overall Costs

### [SUNK](https://www.coreweave.com/products/sunk)
*Product*
Accelerate AI workloads with SUNK's unified training system ensuring reliability and predictability.

- **Unified Training System** — Redefine AI Training Clusters
- **Operational Visibility** — Ensure Predictability
- **Enhanced Resource Management** — Maximize Resource Utilization
- **SUNK Anywhere** — Scale Flexibly

### [SUNK Anywhere](https://www.coreweave.com/products/sunk/sunk-anywhere)
*Product*
Accelerate AI workloads seamlessly across various infrastructures.

- **Unified System for Training** — Simplify Collaboration Across Teams
- **Runtime Acceleration** — Enhance Performance Consistency
- **Flexibility in Deployment** — Adapt to Any Infrastructure

### [Serverless RL](https://wandb.ai/site/serverless-rl/)
*Product*
Enable Fast, Scalable AI Workloads Without Infrastructure Management.

- **Instant Deployment** — Call An API And Start Building
- **Low Latency Inference** — Serve Models With Low Latency
- **Cost Efficiency** — Optimize Cost and Performance
- **Integrated Workflows** — Streamline Development Processes

### [Serverless Inference](https://www.coreweave.com/products/serverless-inference)
*Product*
Easily build low-latency AI applications without managing infrastructure.

- **Serverless Inference** — Access AI Models Instantly
- **Low Latency** — Deliver Fast Responses
- **Cost Predictability** — Maintain Budget Control
- **Automatic Model Management** — Simplify Deployment

### [Dedicated Inference](https://www.coreweave.com/products/dedicated-inference)
*Product*
Achieve scalable AI inference with controlled performance and cost predictability.

- **Explicit Control** — Maximize Control Over Inference
- **Scalable Infrastructure** — Scale Your AI Workloads
- **Optimized for AI Workloads** — Run Your AI Models Optimally
- **Cost Predictability** — Predict Costs Clearly
- **Model Storage Integration** — Bring Your Own Model Weights

### [CoreWeave Sandbox](https://www.coreweave.com/coreweave-sandboxes)
*Product*
Accelerate training and evaluation of AI agents in a unified sandbox environment.

- **Execution Layer for Agentic AI** — Supports Real-World Applications
- **Sandbox Environment** — Facilitates Workflow Testing
- **ARIA Integration** — Enables Experimentation

### [CoreWeave ARENA](https://www.coreweave.com/coreweave-arena)
*Service*
Validate AI performance and cost with CoreWeave ARENA before production.

- **Evidence-backed recommendations** — Gain Concrete Production Insights
- **Real workloads for evaluation** — Test Real AI Workloads
- **Direct-to-expert guidance** — Access Expert Insights
- **Flexible scaling options** — Scale Infrastructure Effortlessly

### [Tensorizer](https://www.coreweave.com/solutions/ai-inference#tensorizer)
*Product*
Streamline AI inference workloads with Tensorizer for faster and more efficient processing.

- **Optimized Inference Processing** — Boosts Inference Efficiency
- **Seamless Integration** — Compatible with Various Frameworks
- **Scalability** — Adapts to Growing Needs
- **Monitoring and Visibility** — Improved System Transparency

### [Mission Control](https://www.coreweave.com/mission-control)
*Service*
Ensure reliable AI operations through comprehensive observability and automation.

- **Automated operations** — Streamline AI Operations
- **Observability** — Gain Full Visibility
- **Secure audit visibility** — Ensure Compliance
- **Fleet lifecycle controller** — Optimize Resource Utilization
- **Node lifecycle controller** — Automate Node Management

### [NVIDIA Quantum InfiniBand Cluster Networking](https://www.coreweave.com/products/networking)
*Service*
Maximize AI cluster performance with industry-leading NVIDIA Quantum InfiniBand networking.

- **Quantum InfiniBand Networking** — Facilitates High-Speed Communication
- **Massive Scale Networking** — Unlocks Massive Clusters
- **Performance Optimization** — Enhances Operational Efficiency
- **Ultra-Fast Connection** — Enables Instant Data Access

### [AI Object Storage](https://www.coreweave.com/products/storage#object-storage)
*Product*
Empowers AI applications with scalable, high-performance object storage optimized for rapid data retrieval.

- **High Throughput** — Maximize Data Throughput
- **Zero Egress Migration (0EM)** — Facilitate Data Transfers
- **AI-Native Optimization** — Optimize AI Workloads
- **Scalability** — Expand as Needed
- **Reliable Data Management** — Ensure Data Integrity

### [Distributed File Storage](https://www.coreweave.com/products/storage#distributed-file-storage)
*Product*
Empower AI workloads with rapid and reliable data access.

- **High Throughput** — Achieve Superior Training Speeds
- **Scalability** — Adapt Storage Capacity On-Demand
- **Zero Egress Migration** — Eliminate Data Transfer Costs
- **Integrated High-Performance Object Storage** — Streamline Data Processes
- **Snapshot Reliability** — Ensure Data Safety

### [Dedicated VAST Storage](https://www.coreweave.com/products/storage/dedicated-vast-storage)
*Product*
Exclusive, high-performance storage built for specialized AI workloads.

- **Dedicated Storage** — Provides High-Performance Storage
- **VAST Management System Access** — Enables Strong Control Over Data
- **Scalable Read Performance** — Achieves Massive Read Bandwidth
- **Snapshot and Replication Capabilities** — Ensures Data Redundancy

### [Local Storage](https://www.coreweave.com/products/storage#local-storage)
*Product*
Streamline AI workloads with reliable local storage.

- **Local Storage** — Enhance Performance For AI Tasks
- **Seamless Integration** — Simplify Workflow
- **High Reliability** — Minimize Data Loss Risk

### [CoreWeave Zero Egress Migration (0EM)](https://www.coreweave.com/products/storage/zero-egress-migration-program)
*Product*
Enable seamless data migration to CoreWeave with zero egress fees and expert transfers.

- **Zero egress migration** — Eliminate Egress Fees
- **Expert-led transfers** — Receive Expert Guidance
- **No lock-in** — Enjoy Freedom of Choice
- **Managed migration service** — Experience Hassle-Free Migration

### [CoreWeave Managed Kubernetes Service](https://www.coreweave.com/products/coreweave-kubernetes-service)
*Service*
Streamline your AI workloads with CoreWeave's fully managed Kubernetes service for maximum efficiency.

- **Managed Kubernetes** — Maximize Performance And Reliability
- **Preconfigured AI Clusters** — Accelerate Time To Market
- **Cost Efficiency** — Control Your Cloud Costs
- **Enhanced Observability** — Ensure Infrastructure Reliability

## Market Segments

- **GPU cloud infrastructure** (market size $30.0B, CAGR 30%): High-performance, bare-metal GPU compute and interconnects optimized for large-scale model training and megaclusters.
- **Unified training orchestration** (market size $1.5B, CAGR 15%): Systems and runtime orchestration that provide reliable scheduling, observability, and operational controls for long-running, large-scale AI training.
- **High-throughput storage for AI and HPC** (market size $4.0B, CAGR 20%): Engineered object storage with high throughput, dedicated networking, and predictable pricing to support GPU training, inference, and HPC workloads at scale.
- **Managed Kubernetes for AI** (market size $2.0B, CAGR 32.5%): Managed Kubernetes on bare metal providing preconfigured AI clusters, cost predictability, and deep integration with AI workflows.
- **Managed model inference and serving** (market size $23.4B, CAGR 26.8%): Managed hosting and serving of models with autoscaling endpoints, OpenAI-compatible APIs, batch inference pricing, and configurable serving modes to balance latency and throughput for production deployments.

## Ideal Customer Profiles

### AI Research And Development Teams
Global AI research teams needing rapid experimentation and validation at scale.
- Industry: Technology, AI research, High-Performance Computing
- Geography: Global
- Pain points: Slow experimentation cycles, data management friction, high infra costs.
- Business goals: Accelerate AI research, reduce time to insights, improve reproducibility.
- Positioning: A scalable, AI-native platform that combines compute, storage, and observability to accelerate research and ensure reproducible results.

#### Persona: AI Research Scientist
- Needs: Fast access to scalable storage and compute, reproducible environments
- Goals: Publish results, achieve state-of-the-art benchmarks
- Challenges: Long data access times, limited compute during experiments
- Pain points: Data transfer delays, inconsistent compute environments
- Solution: AI Object Storage with high throughput and automated snapshots; Bare Metal Servers for low-latency compute; Sandbox for experiments; ARENA for validated, scalable workloads.

#### Persona: ML Engineer
- Needs: Robust pipelines, reliable data access, cost visibility
- Goals: Operationalize models with reproducible deployments
- Challenges: Managing GPU resources, pipeline drift
- Pain points: Manual provisioning, environment drift
- Solution: CoreWeave Cloud Platform and CoreWeave Managed Kubernetes for staging and production; Mission Control for observability; 0EM for migrations.

#### Persona: Platform Architect
- Needs: Standardized architectures, secure integration
- Goals: Provide scalable, reusable infrastructure
- Challenges: Vendor lock-in, integration complexity
- Pain points: Fragmented tooling, inconsistent policy enforcement
- Solution: Bare Metal Kubernetes and Preconfigured Clusters; CoreWeave Cloud Platform; 0EM migrations; Sandbox for prototyping.

#### Persona: Data Engineer
- Needs: Efficient data access, reliable backups, metadata management
- Goals: Enable fast, error-free data preparation
- Challenges: Data movement bottlenecks
- Pain points: Latency, data fragmentation
- Solution: AI Object Storage; Distributed File Storage; 0EM for migrations; VAST Storage.

### AI Production And MLOps Teams
Enterprise AI teams deploying and operating production-scale models.
- Industry: Technology, Enterprise IT, AI operations
- Geography: Global
- Pain points: Scaling costs, reliability, governance, security, observability.
- Business goals: Deliver reliable AI applications, optimize cost, ensure governance and compliance.
- Positioning: A scalable, AI-native platform for enterprise production workloads, delivering reliable inference, governance, and observability on demand.

#### Persona: MLOps Engineer
- Needs: Robust deployment pipelines, monitoring, cost controls
- Goals: Deploy reliable models with minimal downtime
- Challenges: GPU resource contention, scaling inference, model drift
- Pain points: Downtime, unpredictable costs
- Solution: CoreWeave Cloud Platform; CoreWeave Managed Kubernetes; Mission Control; 0EM; Dedicated Inference; AI Object Storage

#### Persona: AI Platform Manager
- Needs: Governance, policy enforcement, secure access
- Goals: Standardize AI infra across teams
- Challenges: Security/compliance, integration with legacy systems
- Pain points: Fragmented tooling
- Solution: Bare Metal Servers; Preconfigured Clusters; 0EM migration; Mission Control

#### Persona: Security and Compliance Lead
- Needs: Auditability, compliance, access controls
- Goals: Ensure data and model security
- Challenges: Keeping up with changing standards
- Pain points: Fragmented security tooling
- Solution: Mission Control; CoreWeave Cloud Platform security features; 0EM for secure migrations

### AI Data Platform Teams
Data platform teams ensuring scalable, reliable AI data infrastructure.
- Industry: Technology, Data Platforms, HPC
- Geography: Global
- Pain points: Data transfer costs, data reliability, backups, governance
- Business goals: Ensure data availability, fast retraining, cost-efficient storage
- Positioning: A scalable, AI-native data infrastructure that enables fast data access, reliable storage, and governance across teams.

#### Persona: Data Engineer
- Needs: High-throughput storage, reliable backups
- Goals: Enable fast model training
- Challenges: Data transfer delays
- Pain points: Latency, data fragmentation
- Solution: AI Object Storage; Distributed File Storage; VAST Storage; 0EM; Mission Control

#### Persona: Storage Architect
- Needs: Storage strategy, data governance
- Goals: Design scalable data platforms
- Challenges: Tooling fragmentation
- Pain points: Conflicting storage options
- Solution: CoreWeave Cloud Platform; 0EM; Distributed File Storage

#### Persona: Data Platform Lead
- Needs: Policy enforcement, cost visibility
- Goals: Enterprise-level data platform reliability
- Challenges: Budget constraints
- Pain points: Lack of centralized visibility
- Solution: AI Object Storage; Mission Control; 0EM