Cloud migration and modernization with AI

Google Cloud’s AI tools and agentic capabilities help accelerate and simplify your migrations to the cloud while unlocking modernization pathways and fast innovation.

Cloud migration products and services

No matter what you have to migrate or why, Google Cloud has the solutions and services to meet your goals, helping you modernize on your terms and succeed with innovation and AI.

How KeyBank seamlessly migrated to Google Cloud

3:12

What problem are you trying to solve?

What you'll get:

Step-by-step guide

Reference architecture

Available pre-built solutions

This service was built with Gemini Enterprise Agent Platform . You must be 18 or older to use it. Do not enter sensitive, confidential, or personal info.

Explore our migration and modernization options

Platforms and programs

Migration Center

AI-powered, unified platform for migrating and modernizing with Google Cloud.

Primary hub for migration and modernization
Agentic cost discovery and TCO assessment
Agentic workload migration planning, source to target services mapping
Generate infrastructure automation code using AI

Rapid Migration and Modernization Program (RaMP)

A holistic commercial program to fund your migration and modernization programs and assist with migration tools and best practices.

Free migration and modernization assessment
Flexible migration and partner incentives that reward deployment and growth
Support from Google Cloud Professional Services and certified cloud migration partners

Application migration and modernization

Data Center Migration

AI-driven data center migrations aligned to your business outcomes and flexible solutions for exiting on-premises data centers or other clouds.

Drive significant cost efficiency and lower TCO
Establish an AI-ready foundation for innovation
Grow confidently on our purpose-built infrastructure that supports all types of enterprise workloads

Application Migration

Modernize applications for improved cost, performance, and scalability.

Use Gemini Code Assist, Gemini CLI, and Antigravity to rapidly transform concepts into functional code with agentic workflows
Modernize at your own pace, picking the right technologies for each application
Enhanced performance, agility, and cost-efficiency
Accelerate your innovation efforts

Cloud Foundation Toolkit

Best-practice, open-source, ready-made reference templates for Deployment Manager and Terraform.

Quickly build a repeatable, enterprise-ready foundation in Google Cloud
Easily update foundation as needs change with IaC
Automate repeatable tasks
Enterprise compliance and security features

Migrate to Virtual Machines

Fast, flexible, and safe migration to Google Cloud with Migrate to Virtual Machines.

Automatic and seamless adaptations for Compute Engine
Built-in pre-migration validation and testing
Fast on-premises stateful rollback
Easy provisioning and rightsizing

Migrate to Containers

Intelligently extract, migrate, and modernize applications to run natively on containers in Google Kubernetes Engine.

Automate extraction of existing apps from servers and VMs
Easily convert workloads to run on containers in Google Kubernetes Engine
Modernize workloads without source code

VMware Engine

Migrate and run your VMware workloads natively on Google Cloud in just a few clicks.

Fully managed, native VMware Cloud Foundation software stack
vSphere, vCenter, vSAN, NSX-T, and HCX included
Lower your TCO while improving business agility

SAP on Google Cloud

Maintain business continuity on a secure cloud that gives you business agility while allows you to maximize the value of your SAP data.

Smart infrastructure with agility and availability for business-critical workloads
Intelligence and analytics for SAP customers to succeed in a data-driven world
Experience, skills that give SAP customers a proven path to value in the cloud

Mainframes

Reduce costs and increase profits by modernizing and migrating your mainframe applications to Google Cloud.

Automated code refactoring tools
Prescriptive guidance from experts
Modernize with VMs or containers

Windows

A first-class experience for migrating and modernizing Windows and Microsoft workloads to reduce license cost.

Self-manage or leverage managed services
Bring your own licenses
Windows Server, SQL Server, .NET, Windows Containers, Active Directory
Enterprise-class support backed by Microsoft

Data migration and modernization

Database Migration

Migrate to Google Cloud databases to run and manage your databases at global scale while optimizing for efficiency and flexibility.

Migrate as-is to fully managed databases
Move from proprietary licenses to open source databases
Modernize from traditional databases to scalable, cloud-native databases
Integrate databases across Google Cloud services

Database Migration Service

Make migrations to Cloud SQL simple. Available in preview for MySQL, with limited access to PostgreSQL, and SQL Server coming soon.

Ease of use reduces migration complexity
Serverless experience eliminates the operational burden of migrations
Replicate data continuously for minimal downtime
Available at no additional charge

Database Modernization

Modernize underlying operational databases to make your apps more secure, reliable, scalable, and easier to manage.

Scale seamlessly to handle the unpredictable
Build faster, with less maintenance
Develop powerful applications with integrations with GKE and other services
Lower overall operating costs and eliminate restrictive licenses

Data Lakes

Powers analysis on any type of data so your teams can securely and cost-effectively ingest, store, and analyze large volumes of data.

Built on fully managed services
Ingest and store any type or volume of data
Autoscale data lake processing to manage SLAs and costs
Quickly build analytics using Dataproc, BigQuery, or AI Platform

Data Warehouses

Solve for today’s analytics demands and seamlessly scale your business by moving to Google Cloud’s modern data warehouse, BigQuery.

Streamlined migration to BigQuery
Built-in machine learning capabilities
Robust data security and governance controls
Lower TCO up to 52% by migrating to BigQuery

Oracle Workloads

Reduce overhead, drive innovation, and gain agility with a wide variety of database options for your Oracle workloads.

Bare Metal Solution to lift and shift workloads
Migrate to compatible open-source platforms
Modernize with Cloud Spanner for scalability and availability

BigQuery Data Transfer Service

A data import service for scheduling and moving data into BigQuery.

Automate data movement into BigQuery
Zero-coding foundation for a BigQuery data warehouse
Data backfills to recover from outages or gaps

Microsoft SQL Server

Migrate and run Microsoft SQL Server on Compute Engine or use managed Cloud SQL to reduce license and infrastructure cost.

Bring your existing SQL Server licenses and run them on Compute Engine
Run license-included SQL Server VM images on Compute Engine
Use fully managed Cloud SQL for SQL Server to reduce operational overhead
Full compatibility and configurable custom VM shapes help optimize cost

Transfer Appliance

Ruggedized server to collect and physically move data from field locations with limited connectivity or from data centers for ultra low cost data transfers.

Transfer data for archival, migrations, or analytics
Capture sensor data for machine learning and analysis
Move data from bandwidth-constrained locations

Storage Transfer Service

Tools to help you perform a data transfer, either from another cloud provider or from your private data center.

Collecting research data
Moving ML/AI training datasets
Migrating from S3 to Google Cloud

Explore our migration and modernization options