Cloud Migration Factory
An intelligent catalog of accelerators that automates cloud-to-cloud migrations
Deploy faster with AI-powered migration intelligence
About Cloud Migration Factory
Cloud-to-cloud migration is often a complex and time-intensive process that requires manual discovery, planning, refactoring, and validation across distributed environments.
In addition, setting up a secure and scalable cloud foundation before migration introduces further effort and dependency on multiple teams.
NTT DATA’s Cloud Migration Factory, now combined with Landing Zone capabilities, simplifies and accelerates this journey through an intelligent catalog of accelerators that automates end-to-end environment setup and migration.
Using three specialized AI agents for Discovery, Refactoring, and Database Validation, the solution reduces migration timelines significantly, cutting time from weeks to hours.
Key Highlights
- Cuts migration time from weeks to hours
- Uses AI agents for Discovery, Refactoring, and Validation
- Automates cloud environment setup and migration lifecycle
- Delivered as a single integrated application
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Quick Comparison
Cloud Migration Factory vs Traditional Migration Methods
| Capability | Integrated Cloud Migration Factory | Traditional Migration Factory |
|---|---|---|
| Environment Setup | ✔Automated Landing Zone | ✖Manual setup |
| Migration Time | ✔Weeks → Hours | ✖Takes weeks |
| Discovery | ✔Automated inventory | ✖Manual cataloging |
| Service Mapping | ✔Intelligent mapping | ✖Manual tracking |
| Wave Planning | ✔AI-driven | ✖Spreadsheet-based |
| IaC Generation | ✔Auto Terraform | ✖Manual scripts |
| Code Refactoring | ✔AI-powered | ✖Manual changes |
| Deployment | ✔Automated | ✖Manual execution |
| Execution Readiness | ✔Ready-to-use | ✖Extra prep needed |
Benefits of Using Cloud Migration Factory
These accelerators deliver measurable impact across the cloud transformation lifecycle:
Faster Cataloging with Reduced Manual Effort
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Automated inventory discovery eliminates time-consuming manual cataloging, accelerating the initial assessment phase.
Reduced Planning Overhead and Improved Accuracy
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Intelligent service mapping simplifies dependency analysis and minimizes the effort required for migration planning.
Accelerated Modernization Timelines
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AI-powered code refactoring speeds up transformation by automatically updating libraries and replacing cloud-specific modules.
Consistent and Repeatable Environment Setup
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Streamlined Landing Zone configuration ensures a standardized cloud foundation, reducing setup time and operational inconsistencies.
How Our Cloud Migration Factory Works
Cloud Migration Factory, combined with Landing Zone capabilities, leverages three specialized AI agents to automate the migration lifecycle:
01
Discovery Agent
The Discovery Agent analyzes your cloud environment, mapping infrastructure relationships and dependencies.
02
Service Mapping
Service Mapping builds on the discovered infrastructure by identifying and defining relationships between various components within the system. It analyzes how applications, databases, services, and network elements interact with each other to create a dependency model.
03
Wave Planning
Wave Planning organizes the migration process into structured phases by grouping related resources based on their dependencies, criticality, and business impact. Using insights from service mapping, it determines the optimal sequence for migration to minimize risk, reduce downtime, and maintain system integrity. This phased approach ensures that dependent systems are migrated in a logical order, enabling smoother transitions and better control over the migration lifecycle.
04
Terraform Generation
Terraform Generation translates the planned infrastructure into Infrastructure as Code (IaC), enabling automated and repeatable deployment in the target cloud environment. It generates modular and standardized Terraform configurations that define compute, networking, storage, and access resources. This approach not only accelerates deployment but also ensures consistency, scalability, and version-controlled infrastructure management across environments.
05
Refactor Agent
The Refactor Agent converts cloud-native code into cloud-to-cloud equivalents.
It automatically updates libraries, replaces cloud-specific modules with corresponding cloud functions, and provides complete change logs, ensuring full visibility and control over every modification.
06
Validation Agent
The Validation Agent performs configuration inspection by automatically discovering databases across distributed virtual machines and extracting their configuration details.
It securely connects to target systems, identifies database types, collects configuration files, and consolidates them into a single report, providing clear visibility and reliable inputs for migration and validation planning.
07
Validation Agent – Database Validation
The Validation Agent also compares source and destination databases after migration to detect inconsistencies.
It checks schemas and data integrity and generates downloadable validation reports, ensuring migration accuracy and completeness.
Accelerate your cloud journey with AI-powered migration intelligence
End-to-end cloud setup and migration now in a single platform
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