core weave,Co., Ltd Essential Cloud for AI™ announced enhancements to Mission Control, a uniform operational standard used by enterprise technology teams to run large-scale AI workloads efficiently, safely, and reliably. Mission Control is a central orchestrator that monitors GPU fleets, manages node and fleet lifecycles, accelerates problem detection and troubleshooting, and integrates security, talent services, and observability into one system.
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Available on the CoreWeave AI Cloud platform, builders now have access to new capabilities, including instant and verifiable visibility into all access events within their CoreWeave environment, allowing them to diagnose and resolve bottlenecks impacting distributed training performance.
Peter Salanki, co-founder and chief technology officer of CoreWeave, said: “Mission Control provides enterprises with a true operational standard for AI at production scale for the first time.” “The entire stack is integrated, so every layer is visible, every problem surfaces early, and every insight is actionable. No other AI cloud offers this level of depth from metal to model. With visibility in place, teams can quickly resolve issues and keep workloads running at full performance while focusing on deploying innovation.”
CoreWeave Mission Control provides comprehensive, real-time visibility into GPU, network, and storage performance, so teams can understand system behavior and maintain consistent and secure performance across their environments. It also integrates CoreWeave's security foundations, including identity and access control, compliance logging, and secure audit log delivery to customer SIEMs. Mission Control continuously assesses the health of GPUs and nodes, initiates automatic triage when issues surface, and routes incidents directly to experts within CoreWeave's operations team when necessary. These features help shorten detection and remediation cycles, enhance reliability, and maintain high-throughput training and inference across large distributed systems.
The enhanced Mission Control release includes the following new features:
- telemetry relay Stream audit and access logs from CoreWeave services to your customer's SIEM or observability tool. Delivery is buffered to ensure reliability and backed by strict service level objectives. Supports multi-destination routing at startup.
- GPU straggler detection Provides rank-level visibility within distributed training jobs to identify the exact GPU or node causing stragglers. Guessing is replaced with Grafana overlays and alert templates that directly point to the root cause. GPU Straggler Detection integrates with existing observability tools and leverages NVIDIA Collective Communications Library signals with rich labels for correlation.
- mission control agent Transform the Mission Control operating standard into a conversational assistant that your team can interact with directly. Mission Control has always provided credibility and insight behind the scenes. These features are now visible instantly, helping users understand system behavior, troubleshoot faster, and turn complex telemetry into clear, actionable guidance.
As enterprises expand their AI workloads, the pressure to guarantee uptime, validate security and compliance, and accurately resolve performance issues increases. Mission Control addresses these challenges by providing instantly verifiable visibility into every access event within your CoreWeave environment, diagnosing and resolving bottlenecks that impact distributed training performance. This establishes a single operational standard that grows with the complexity and scale of modern AI development.
“At Grafana Labs, we are focused on helping organizations understand and optimize the performance of their most complex systems,” said Ash Mazhari, vice president of corporate development at Grafana Labs. “That’s why we’re proud to officially partner with CoreWeave at Mission Control, raising the bar for AI infrastructure observability by providing teams with unified, real-time insights into GPU performance, access activity, and distributed training behavior. CoreWeave’s high-performance AI cloud and Grafana’s enterprise Together, Grade's observability platform enables organizations to troubleshoot with precision and maintain reliability at scale. We're excited to deepen our collaboration with CoreWeave to help our customers run mission-critical AI.” ”
CoreWeave Mission Control is available across the CoreWeave AI Cloud platform. Telemetry Relay is generally available, and GPU Struggler Detection and Mission Control Agent are both in preview. Businesses can request a Mission Control Review to map their environment to the standard and receive a customized activation plan.
CoreWeave's technology team consistently sets new standards for performance, as evidenced by our industry-leading companies. MLPerf Benchmark For AI workloads. CoreWeave is the only AI cloud to take the top spot platinum ranking Both SemiAnalysis ClusterMAX™ 1.0 and 2.0 are considered the definitive evaluation system for AI cloud performance, efficiency, and reliability.
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