AWS Transform: What It Does, What It Costs in 2026, and Where It Stops
Blog post from Qovery
AWS Transform is an AWS agentic AI service, generally available since May 2025, that helps modernize VMware estates, COBOL mainframe applications, and .NET Framework workloads for AWS by automating inventory creation, dependency mapping, migration-wave planning, network-configuration conversion, COBOL decomposition, and .NET refactoring, while retaining human approval steps. Its core migration and modernization features for Windows, VMware, and mainframe workloads are listed as free as of September 2026, while custom transformations and continuous modernization cost $0.035 per agent minute; however, the article argues that project costs are primarily driven by AWS compute, storage, database services, Windows and SQL Server licensing, replication infrastructure, parallel operation of source and target systems, consulting, and engineering validation. AWS Transform is positioned as an analysis and conversion layer rather than a hosting platform, CI/CD system, or runtime, working alongside AWS Application Migration Service for replication, AWS Mainframe Modernization for runtime operations, and Migration Hub for portfolio tracking. Compared with Azure Migrate, Google Cloud Migration Center, and Broadcom VMware Cloud Foundation, it is most suitable for organizations already committed to AWS and managing sizable legacy estates, while multi-cloud, sovereignty-focused, containerized, or highly customized environments may require alternative approaches. The article emphasizes that organizations must separately establish ongoing “day-2” capabilities such as deployment pipelines, preview environments, role-based access controls, Kubernetes upgrades, observability, database management, and cost controls after migration.
| Trend | Post Mentions | Total Month Mentions | Posts | Companies | MoM |
|---|---|---|---|---|---|
| Kubernetes | 15 | 956 | 75 | 30 | -73% |
| AI Coding Assistant | 7 | 341 | 115 | 55 | -77% |
| AI Agents | 5 | 931 | 231 | 103 | -84% |
| Platform Engineering | 4 | 358 | 65 | 25 | -70% |
| Developer Experience | 2 | 131 | 58 | 24 | -72% |
| Multi-agent systems | 2 | 41 | 24 | 19 | -91% |
| Observability | 1 | 472 | 102 | 54 | -85% |
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