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CoreWeave Mission Control™
The industry’s first operating standard for running AI on CoreWeave Cloud that delivers reliability, transparency, and actionable insights.¹
Reliable. Transparent. Insightful.
CoreWeave Mission Control is central to how CoreWeave runs AI at production scale. It unifies security, expert-led operations and observability into one operating standard so your teams see clearly, act precisely, and run with confidence. CoreWeave Mission Control offloads node and cluster health management, audit delivery, and performance insight from your team to ours, delivering measurable reliability with up to 96% training goodput² and faster time to resolution. The CoreWeave Mission Control Agent integrates visibility directly into your workflow, helping teams rapidly diagnose issues and understand best next steps in real time.
One operating standard, unified benefits at every layer
CoreWeave Mission Control brings together security, talent services, and observability into one consistent way of running AI on CoreWeave Cloud. Together, these capabilities deliver three core benefits: reliability, transparency, and insight.
How CoreWeave Mission Control works
CoreWeave Mission Control integrates everything you need into one foundation for your most complex AI workloads
Security and audit transparency
CoreWeave Mission Control provides real-time visibility into cluster access and activity. Telemetry Relay forwards encrypted audit and security events to your SIEM, enabling governance, compliance reviews, and operational trust. With IAM, role-based access controls, and continuous audit delivery, CoreWeave Mission Control brings core security signals directly into your environment.
Fleet lifecycle controller
Every node is evaluated continuously to meet the performance demands of modern AI workloads. Fleet Lifecycle Controller tracks long-term GPU and node health, detects subtle degradation patterns, and replaces unhealthy nodes before they impact accuracy or throughput to maintain high reliability across the cluster.
Node lifecycle controller
CoreWeave Mission Control continuously monitors nodes for health regressions and replaces them automatically when thresholds are met. The Node Lifecycle Controller manages node health from initial deployment through the entire node lifecycle, minimizing interruptions, reducing wasted GPU hours, and keeping training and inference on track with predictable performance.
These controllers are designed and operated by CoreWeave’s Production Engineering team, who continuously evaluate fleet and node health at scale.
Direct-to-expert support
When customers need deeper assistance, direct-to-expert support routes requests to the same engineers who build and operate the platform to ensure fast, accurate resolution.
Observability and performance visibility
CoreWeave Mission Control provides unified visibility into GPU metrics, networking, storage, orchestration, and workload behavior. Teams can measure performance, diagnose issues, and recover jobs faster using consistent, correlated system signals surfaced in familiar, highly intuitive dashboards.
Audit and transparency
CoreWeave Mission Control’s observability layer, together with Telemetry Relay, provides real-time visibility into access, activity, and system behavior. Telemetry Relay delivers audit and access logs directly into your SIEM or monitoring tools, supporting governance, compliance reviews, and fast operational diagnosis.
GPU Straggler Detection (Preview)
Distributed training does not fail gracefully. When one GPU lags, the entire job slows. CoreWeave Mission Control’s GPU Straggler Detection identifies the exact rank, GPU, and node causing slowdowns using signals from NVIDIA’s collective operations. Grafana overlays and alert recipes make root-cause identification fast and precise.
CoreWeave Mission Control Agent (Preview)
CoreWeave Mission Control now includes an interactive, conversational AI agent that assists engineers in real time. Ask questions about cluster health, job behavior, incidents, or what changed in your environment directly in Slack. The agent draws on CoreWeave Mission Control telemetry across infrastructure, workloads, and audit signals to help teams diagnose issues quickly and understand next steps.
Frequently asked questions
How does CoreWeave Mission Control improve reliability?
CoreWeave Mission Control automates node and fleet health management through lifecycle controllers, CloudOps monitoring, and direct-to-expert support.
Does Telemetry Relay support more than audit logs?
Yes. Telemetry Relay forwards audit and access logs at no cost and can forward additional telemetry types to customer endpoints where enabled.
Can I use GPU straggler detection for inference jobs?
GPU straggler detection is optimized for distributed training. Inference visibility is provided through broader Mission Control observability metrics.
Does Mission Control include observability tooling?
Yes. Mission Control includes CoreWeave Observe for cluster-level metrics and dashboards, plus Telemetry Relay for audit and access visibility.
What is the CoreWeave Mission Control Agent?
The CoreWeave Mission Control Agent helps teams interpret system behavior in real time. It can answer questions about GPU performance, training slowdowns, or cluster health directly from telemetry inside your workflow (e.g., Slack).
Does CoreWeave Mission Control cost extra?
CoreWeave Mission Control is included as part of the CoreWeave Cloud. Telemetry Relay forwards audit and access logs at no additional cost, and other telemetry forwarding is supported where enabled.
How does CoreWeave Mission Control integrate with existing observability and security tools?
CoreWeave Mission Control works with your current SIEM, logging, and monitoring systems through Telemetry Relay and CoreWeave Observe. You can forward telemetry to HTTPS, S3-compatible endpoints, or Prometheus Remote Write with minimal setup.
Related resources
Blog
Why Leading AI Teams Rely on CoreWeave Mission Control™
CoreWeave Mission Control defines the new operating standard for the AI Cloud.
Video
CoreWeave Mission Control Agent Demo
AI agent detects GPU slowdowns and automates fixes instantly using conversational interaction.
Solution Brief
CoreWeave Mission Control: The Operating Standard for the AI Cloud
Discover how CoreWeave Mission Control unifies security, talent services, and observability to deliver reliability, transparency, and insight for large-scale AI workloads.
Request a CoreWeave Mission Control Review
