Kestrel AI

Kestrel AI is an AI-native cloud incident response platform that helps identify, explain, and resolve cloud incidents automatically. It provides production-ready fixes for complex infrastructure and application issues in seconds.

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At a glance

Pricing

Freemium · Paid · Enterprise

Free tier

Yes

API

Skill level

Technical

About

What is Kestrel AI?

Kestrel AI is an AI-native cloud incident response platform designed to detect, investigate, and fix cloud and Kubernetes incidents in seconds. It continuously monitors your cloud infrastructure 24/7, tracing root causes and generating fixes with single-click approval or auto-remediation. The platform features an AI Chat Copilot for investigating complex, multi-dependency incidents in plain English, providing instant answers and ready-to-apply fixes. Kestrel AI also offers autonomous risk assessment through specialized AI agents that discover cross-domain security risks and provide exact remediation steps. It visualizes your entire cloud infrastructure, integrates with GitOps and IaC pipelines, and supports multi-cloud environments including AWS, Azure, GCP, and on-prem Kubernetes. Kestrel AI is SOC 2 compliant and offers full control over fixes with read-only by default access.

Best used for

Ideal for developers and product managers who need to detect, investigate, and fix cloud and Kubernetes incidents rapidly, assess security risks proactively, and integrate remediation into existing GitOps workflows. Especially valuable for teams managing complex, multi-cloud environments requiring automated incident response and precise fixes.

Common actions

resolve cloud incidents

monitor cloud infrastructure

assess security risks

automate incident remediation

visualize cloud environment

Capabilities

Key features

AI-native incident response
AI chat copilot
Autonomous risk assessment
Cloud infrastructure visualization
GitOps/IaC integration
Multi-cloud support
Production-ready fixes

Target Audience

developerproduct managerstartup founder

Integrations

slack

Pricing & Plans

Freemium · Paid · Enterprise

Not publicly disclosed. Check usekestrel.ai for current pricing.

FAQs

What types of incidents can Kestrel AI resolve?

Kestrel AI resolves complex infrastructure and application incidents, including Kubernetes issues like CoreDNS resolution failures and HTTP 5xx spikes, as well as cloud problems like VPC routing conflicts and Kafka broker lag spikes. It provides precise, production-ready fixes for issues that typically take hours to debug.

How quickly can Kestrel AI be set up?

Setup is very fast, taking less than 30 seconds. For Kubernetes, a single Helm install command deploys the lightweight, read-only operator. For other cloud services, it connects via agentless API integration, requiring no prior infrastructure preparation.

How does Kestrel AI ensure data security and privacy?

Kestrel AI is SOC 2 compliant and prioritizes security. Your data is isolated, never combined with other customers, and not used to train models for others. Raw data is not stored, secrets are never transmitted, and the platform operates read-only by default, requiring explicit approval for all AI-generated fixes.

Which cloud providers does Kestrel AI support?

Kestrel AI supports all major cloud providers, including AWS, Azure, and GCP. It also works with on-premise Kubernetes clusters. Its agentless architecture connects via read-only API access, and the open-source operator deploys to any Kubernetes environment.

Can Kestrel AI integrate with my existing CI/CD and GitOps workflows?

Yes, Kestrel AI integrates seamlessly with your existing CI/CD pipelines and GitOps workflows. Every AI-generated fix requires your explicit approval and can be deployed directly to your infrastructure, or synced with your GitOps repositories and Infrastructure as Code (IaC) tools like Terraform and Pulumi.

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Productivity & Business › Workflow Automation

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