AI-Native Cloud Incident Response Platform.
AI agents that help you identify, explain and resolve cloud incidents in seconds
Built by engineers from
One Platform. Every Cloud Incident.
Detect, investigate, and fix Cloud and Kubernetes incidents in seconds
Incident Response
Monitor your Cloud 24/7 to detect incidents, trace root causes, and generate config fixes with auto-remediation or single-click approval.
AI Chat Copilot
Ask any Cloud question and investigate complex, multi-dependency incidents in plain English. Get instant answers with ready-to-apply config changes.
Risk Assessment
Launch a swarm of specialized AI agents that discover cross-domain security risks and provide exact remediation steps — before they become incidents.
Cloud Infrastructure Map
Visualize your entire Cloud infrastructure in a single, unified view — with classified traffic overlaid in real time.
GitOps + IaC Integration
Integrate with your existing CI/CD pipelines so that every AI-generated fix becomes a pull request. Keep your team in full control.
Fast Setup
Single Helm install command for Kubernetes. Agentless cloud integration for the rest of your Cloud.
From Detection to Fix in Seconds
Kestrel delivers exact, production-ready fixes for the most complex infrastructure incidents that take hours to debug—from eBPF misconfigurations and CoreDNS resolution failures in Kubernetes to VPC routing conflicts and Kafka broker issues in your cloud.
Kestrel AI
Fix Kubernetes Incidents Before Outages
The hardest Kubernetes outages start in the data plane, not in application code. As NetworkPolicies grow and clusters scale, packet processing, conntrack, and CNI reconciliation silently degrade — until services begin dropping traffic and DNS starts timing out. Kestrel detects these failure patterns early and applies precise network and policy fixes before intermittent packet loss becomes a full production outage.
Proven in Production
Trusted by teams to resolve cloud infrastructure incidents with unparalleled speed and accuracy
Agentic Incident Response
Spend less time parsing configs and digging through logs. Kestrel monitors your cloud infrastructure 24/7 to detect incidents, trace root causes, and generate ready-to-apply config fixes.
AI Chat Copilot
Ask any Cloud question in plain English and get instant answers with config changes. Resolve incidents 10x faster and eliminate hours of debugging.
Which pods lack resource limits in @production?
Autonomous Risk Assessment
Launch a swarm of AI agents that discover vulnerabilities and provide exact remediation steps across network security, IAM, RBAC, privilege escalation, container image security and more.
AI-Driven Risk Reduction
AI agent swarms propose exact fixes for Cloud and Kubernetes security risks, making it easy to systematically reduce vulnerabilities.
Cloud Infrastructure Map
Get a complete view of your Cloud infrastructure with intelligent application classification and network traffic visualization.
Review & Deploy Changes
Every AI-generated configuration change comes with a comprehensive review interface. Approve changes with confidence and deploy directly to your Cloud or Kubernetes clusters, integrate with your GitOps workflow, or sync with your IaC tools.
Integrates With All Clouds
Kestrel connects to your clouds, Kubernetes clusters, observability tools, and code — then fixes cloud infrastructure incidents automatically through cloud APIs, IaC, and GitOps.
Enterprise-Grade Security
Built for enterprises that demand the highest standards of data privacy, security, and compliance.
Get Started in Seconds
Single Helm install command for Kubernetes. Agentless for all of Cloud.
Choose Your Plan
Scale from single accounts to enterprise cloud estates
Starter
Perfect for getting started
- ✓1 Kubernetes cluster
- ✓50 Kubernetes workloads
- ✓100 cloud resources
- ✓3 daily assessments
- ✓Community support
Growth
Scale across your cloud
- ✓5 Kubernetes clusters
- ✓100 Kubernetes workloads each
- ✓300 cloud resources
- ✓15 daily assessments
- ✓Priority support
Enterprise
For large organizations
- ✓Unlimited Kubernetes clusters
- ✓Unlimited Kubernetes workloads
- ✓Unlimited cloud resources
- ✓On-premise deployment
- ✓Dedicated 24/7 support
Common Questions
Everything you need to know about getting started with Kestrel.
Kestrel isn't just another AI SRE that stops at application-level root cause analysis. We deliver exact, production-ready fixes for the most complex infrastructure incidents—the kind that typically take hours or days to debug. Whether it's eBPF rules dropping packets, CoreDNS resolution failures, misconfigured IPTables in Kubernetes, or VPC routing conflicts and Kafka broker lag spikes in your cloud, Kestrel resolves them in seconds with precise remediation.
Setup takes less than 30 seconds. For Kubernetes, run a single Helm install command to deploy our lightweight, read-only operator. For all other cloud services, simply connect via agentless API integration.
No preparation required. Kestrel works with your existing cloud infrastructure and Kubernetes clusters as-is. We automatically discover your resources, understand your architecture, and start finding and resolving issues with your infrastructure immediately.
Kestrel supports all major cloud providers including AWS, Azure, and GCP, as well as on-premise Kubernetes clusters. Our agentless architecture connects via read-only API access, and our open-source operator deploys to any Kubernetes environment in seconds.
Absolutely. Kestrel integrates seamlessly with your existing observability stack and CI/CD pipelines. Every AI-generated fix requires your explicit approval, and you can deploy changes directly to your infrastructure or sync with your GitOps and IaC tools.
Security is foundational to Kestrel. Your data is never combined with other customers, and we never use your data to train models for others. Raw data is not stored or persisted on our servers, and secrets are never transmitted to Kestrel. We operate read-only by default and are SOC 2 compliant. For more details, see our Security section.
Kestrel offers tiered pricing based on the number of cloud resources and clusters you manage. Our team can help you choose the best plan for your infrastructure. Book a demo to discuss your needs.
Ready for self-healing cloud infrastructure?
Meet the future of Cloud.