Google Cloud is making it easier for businesses to consider moving their container-based applications from Amazon Web Services (AWS) Elastic Kubernetes Service (EKS) to Google Kubernetes Engine (GKE). The initiative focuses on reducing the complexity of cloud migration and helping organizations manage their applications in Google’s cloud environment.
Many businesses use Kubernetes to run applications across different infrastructure environments. However, moving these workloads from one cloud provider to another can require significant technical work. Differences in networking, storage, security settings, and application configurations can create delays. Google’s latest migration capabilities aim to make this process more manageable for development and IT teams.
How Google’s EKS-to-GKE Migration Works
Google Cloud has introduced an agentic migration capability designed to assist teams moving Kubernetes workloads from AWS EKS to GKE. Announced in September 2026, the capability entered public preview, giving organizations an opportunity to explore its migration support.
The tool is designed to assist with several stages of the process:
- Infrastructure analysis: Reviews existing environments to help teams understand their current application setup.
- Configuration updates: Assists with adapting Kubernetes configurations to the target Google Cloud environment.
- Networking and storage: Helps address differences in how workloads connect to networks and use storage resources.
- Migration oversight: Supports review and approval processes so teams can check proposed changes before applying them.
By assisting with repetitive migration tasks, the approach can help engineers spend more time testing applications and preparing them for production. Businesses must still validate their workloads to confirm that applications function correctly after migration.
Why Google Cloud Solutions Matter to Businesses
Companies evaluate cloud platforms based on performance, security, operational requirements, and long-term costs. Google Kubernetes Engine provides a managed environment for deploying and scaling containerized applications, making it an option for organizations looking to modernize their infrastructure.
Businesses operating across multiple cloud providers may also explore Google Cross-Cloud Network capabilities to support connectivity between environments. This can be relevant for organizations that need to maintain communication between applications and services hosted on different platforms.
Google Cloud also offers machine learning services that businesses can use to develop and deploy data-driven applications. Organizations planning advanced analytics or machine learning projects may benefit from guidance from a Google Cloud AI and ML consultant when selecting appropriate tools and designing their systems.
What Companies Should Check Before Migrating
Moving applications from AWS EKS to GKE requires more than transferring configuration files. Businesses should examine application dependencies, permissions, storage, network connectivity, monitoring, and security policies before beginning the process.
A structured migration plan can help reduce disruption. Teams should test workloads in a non-production environment, compare application performance, review operating costs, and prepare a rollback strategy before switching critical systems.
Developers searching for GitHub examples or implementation instructions should use official Google Cloud documentation and relevant repositories to identify supported migration methods.
The Growing Focus on Cloud Modernization
Google’s migration initiative reflects the broader need for businesses to update their infrastructure without creating unnecessary operational challenges. By assisting with Kubernetes migration tasks, Google Cloud aims to make the transition from AWS EKS to GKE more accessible to engineering teams.
For businesses considering a move, the main priority should be choosing a platform that supports their technical needs and growth plans. Automation can simplify parts of the process, but careful testing, security reviews, and cost planning remain essential to achieving a successful migration.
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