What is Kestrel AI?
One platform for 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 - from eBPF misconfigurations and CoreDNS resolution failures in Kubernetes to VPC routing conflicts and Kafka broker issues in your cloud.| Production-Ready Fixes | Not just root cause - exact remediation |
| Learns Your Environment | Gets better with every incident |
| Deep Infrastructure Context | Understands your entire infra stack |
| Fine-Tuned Per Customer | Models optimized to your infrastructure |
Platform Capabilities
Agentic Incident Response
Kestrel monitors your cloud infrastructure 24/7 to detect incidents, trace root causes, and generate ready-to-apply config fixes. On-call monitoring, root cause analysis, and ready-to-apply fixes - all automated.AI Chat Copilot
Ask any Cloud question in plain English and get instant answers with config changes. No query syntax required - skip the command-line tools and dashboards. Resolve incidents 10x faster and eliminate hours of debugging.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. Multi-agent coordination with exact config fixes and read-only assessments.Cloud Infrastructure Map
Get a complete view of your Cloud infrastructure with intelligent application classification and network traffic visualization. See all incidents and service dependencies from a single place.GitOps & IaC Integration
Every AI-generated configuration change comes with a comprehensive review interface. Deploy directly to your clusters, create pull requests to your GitOps repositories, or sync with Terraform, Pulumi, and other IaC tools.Integrations
Kestrel connects to your clouds, Kubernetes clusters, observability tools, and code - then fixes cloud infrastructure incidents automatically through cloud APIs, IaC, and GitOps.| Integration | Purpose |
|---|---|
| Kubernetes Operator | Cluster monitoring, incident detection, risk assessments |
| AWS | Cloud resource inventory, incident detection, VPC Flow Logs |
| OCI | Oracle Cloud resource inventory and incident detection |
| Slack | Incident notifications, interactive Q&A, AI copilot commands |
| GitHub & GitLab | GitOps deployments, IaC remediation via pull/merge requests |
| PagerDuty | On-call alerting with full RCA context and auto-resolution |
| Tribal Knowledge | Search Slack, Notion, Confluence, Jira, Linear, and Glean during incidents |
| On-Premise | Self-hosted deployment for air-gapped and regulated environments |
Enterprise-Grade Security
Built for enterprises that demand the highest standards of data privacy, security, and compliance.- SOC 2 Compliant - Enterprise-grade security controls audited by independent third parties
- Complete Data Isolation - Your data is never combined with other customers
- No Cross-Customer Training - Reinforcement learning and fine-tuning happens exclusively on your infrastructure
- Full Control Over Fixes - Every AI-generated fix requires your explicit approval
- Read-Only by Default - No write access unless you explicitly enable auto-remediation
- No Sensitive Data Storage - Raw data is never stored or persisted; secrets are never sent to Kestrel servers