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Connect Google Cloud with Resolve AI
Google Cloud Platform is Google's suite of cloud computing services, offering infrastructure, data analytics, machine learning, and developer tools across a global network of regions and availability zones.
Resolve AI connects to your Google Cloud environment to ingest logs from Google Cloud Observability, correlating them against infrastructure state, code changes, and signals from your other integrated tools to surface root cause during investigations.
What Resolve AI does with your Google Cloud data
Distributed failures in Google Cloud rarely surface where they originate. Resolve AI ingests logs from Google Cloud Observability and correlates them against infrastructure state, deployment history, and signals from your other integrated tools to trace failures back to their source.
Cloud log analysis
Resolve AI queries log containers across configured projects and organizations to surface error patterns and trace failures through GCP services.
Cross-project investigation
A single integration spans projects, folders, or entire organizations, so failures that cross GCP project boundaries don't require separate queries.
Deployment and change correlation
Resolve AI correlates log signals against deployment history to connect service errors and GKE failures to the change that preceded them.
Secure, credential-flexible access
Choose between a Service Account Key for quick setup or Workload Identity Federation to avoid storing long-lived static credentials.
Cross-stack correlation
Resolve AI connects GCP logs to Kubernetes state, code changes, and stack alerts so investigations span the full environment, not just the cloud layer.
Only the data that matters
Resolve AI connects with the minimum permissions needed to investigate, reason, and act across your Google Cloud environment. Log queries are scoped to the projects, folders, or organizations you configure during setup, so Resolve AI only reads data within those boundaries.
Cloud logs
Service errors
GKE events
Resolve AI requires only roles/logging.viewer on your GCP project. No write access is granted, and raw log data is never retained outside of active investigations.
Google Cloud integration capabilities
Everything Resolve AI ingests or queries from your Google Cloud environment, with step-by-step docs in the setup guide.
- Read the setup guide
Cloud log querying
Queries log containers across projects, folders, and organizations to surface error patterns and trace failures through GCP services.
- Read the setup guide
Multi-scope support
A single integration covers multiple resource scopes as projects, folders, or entire organizations, without additional configuration.
- Read the setup guide
Service Account Key auth
Connects using a GCP service account private key JSON. The simplest path to get started.
- Read the setup guide
Workload Identity Federation
Authenticates to GCP using Resolve AI's AWS identity, so no long-lived private key is stored. Recommended for stricter security postures.
- Read the setup guide
Scope-based access control
Log queries are restricted to the projects, folders, or organizations you configure as resource names; nothing outside those scopes is readable.
Frequently asked questions
Google Cloud Platform is Google's suite of cloud computing services, offering infrastructure, data analytics, machine learning, and developer tools across a global network of regions and availability zones.
Resolve AI requires a service account with roles/logging.viewer assigned on your GCP project. No write permissions are required. Full setup instructions for both authentication methods are in the setup guide.
It depends on the authentication method. With Service Account Key, the private key JSON is stored securely within your Resolve AI integration configuration. With Workload Identity Federation, no long-lived private key is stored, authentication uses Resolve AI's AWS identity and temporary federated credentials.
Yes. A single integration supports multiple resource scopes. Add as many projects/PROJECT_ID, folders/FOLDER_ID, or organizations/ORG_ID entries as needed during setup.
Service Account Key is the simpler option for most teams, while Workload Identity Federation is recommended when your security policy discourages storing static long-lived credentials.
Resolve AI queries logs from any GCP service that writes to Cloud Logging, including GKE, Cloud Run, Cloud Functions, Compute Engine, and others. Coverage depends on which log containers are configured in your integration.
Works even better together
Google Cloud investigations go further when Resolve AI connects your full stack.
