Anirban Ghoshal
Senior Writer

Google overhauls cloud modernization portfolio with new AI agents

News
Oct 6, 20263 mins

Google’s unified modernization portfolio could simplify decision-making for CIOs and reduce handoffs across complex transformation programs, analysts say.

Men holding cloud services
Credit: Golden Dayz

Google is overhauling its cloud modernization portfolio by bringing its existing migration and modernization tools along with new agentic migration tools and a new Modernization Hub under a new Google Cloud Modernize umbrella to accelerate infrastructure and application transformation at enterprises.

The new agentic tools include an EKS-to-GKE Migration Agent, designed to help enterprises move Kubernetes workloads from Amazon EKS to Google Kubernetes Engine (GKE).

The agent can analyze existing EKS environments, translate Kubernetes manifests, map storage and networking requirements, and help prepare workloads for deployment on GKE, with human approval points built into the process, the company wrote in a blog post.

Alongside that agent, Google is also adding new capabilities to its Migration Center’s Quick Estimator Agent. These new capabilities will allow enterprise users to generate total cost of ownership estimates from infrastructure data, including VMware inventory exports, and test different migration scenarios and cost assumptions in natural language.

The Migration Center itself is being rolled into Cloud Modernize and will continue to offer tools around migration planning and assessment.

Beyond the agentic capabilities and the Migration Center, the hyperscaler is consolidating its application modernization tools, such as the App Modernization CLI, Java and .NET modernization capabilities, and mainframe tools including the Mainframe Assessment Tool, Dual Run and Mainframe Connector, under a new Modernization Hub.

The new Hub, which will be accessible via the Google Cloud Console, will also be a part of the umbrella offering, the company wrote.

Unification of tools could simplify operations

For CIOs, the consolidation of existing modernization and migration tools under a broader umbrella offering could simplify operations and decision-making as it turns what was previously a collection of separate tools into “one end-to-end process”, said Pareekh Jain, principal analyst at Pareekh Consulting.

“An enterprise might have VMware workloads, Java applications, mainframes, Oracle databases and Kubernetes applications running across different clouds. Previously, these could require separate tools, assessments and migration teams. With the broader offering, CIOs require fewer handoffs, faster decisions and better visibility across a large modernization program,” Jain said.

The consolidation of the Modernization Hub also provides similar benefits.

“Instead of fragmented tools, the new Hub provides a consolidated assessment workflow. It gives CIOs one place to assess, plan and manage application modernization,” said Viet-Anh Nguyen, machine learning lead at Scopic Software.

“Earlier, capabilities were spread across different Google tools. Teams can now understand applications and dependencies, get modernization recommendations and decide what to migrate, rehost or refactor from a more unified interface,” echoed Jain.

Similarly, the EKS-to-GKE Migration Agent could reduce the manual work for developers and platform teams.

“Since the Agent can automatically discover and translate AWS-specific infrastructure and Kubernetes configurations, validate the outputs, and create pull requests for human review, it reduces repetitive engineering,” Nguyen said.

That, in turn, could make switching clouds faster, cheaper, and less risky, Jain pointed out.

However, the Agent doesn’t eliminate testing, architectural decisions, data migration, or production cutover, which means teams still have to own these steps, Jain said.

Anirban Ghoshal

Anirban is an award-winning journalist with a passion for enterprise software, cloud computing, databases, data analytics, AI infrastructure, and generative AI. He writes for CIO, InfoWorld, Computerworld, and Network World. He won the 2024 Silver Azbee Award for Best News Article in the Technology category. He has a post-graduate diploma in journalism from the Indian Institute of Journalism and New Media. Have a tip, scoop, or insight involving AI, cloud, databases, ERP, or enterprise software? Reach him securely on Signal at Ghoshal_CloudaiSaaSscoop.99

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