AWS Transform — Migrate & Modernize with Agentic AI

Under the Hood

How AWS Transform Is Built

Four layers — from the UI you interact with, through specialized agents, down to the AI foundation. Hover any component to learn what it does.

Access

AWS Admin

AWS Console

Control Plane

UI Layer

Web Application
                The AWS Console experience — unified workspace for cross-functional teams to collaborate, track progress, and manage migrations.

IDE
                Kiro and Visual Studio integration. Developers interact with Transform agents directly in their editor.

CLI
                The ATX command-line interface for custom transformations. Supports interactive and non-interactive modes, embeddable in CI/CD pipelines.

Domain & Task Agents

VMware Migration
                AI-driven discovery, network conversion (80× faster), wave planning, and server rehosting to EC2. Free to use.

Custom Transformation
                Any-to-any code pattern: version upgrades, SDK migrations, framework transitions. Define → Execute → Verify → Learn. $0.035/agent minute.

Mainframe Modernization
                COBOL/PL/I/Assembler → Java (Spring Boot). Decompose monolithic z/OS apps into cloud-ready components. Free.

ProServe Migration Agent
                AWS Professional Services agent for complex, guided migration engagements with hands-on expertise.

Windows Modernization
                .NET Framework → .NET 8, SQL Server → Aurora PostgreSQL, UI porting, containerized deployment. Up to 5× faster. Free.

Partner Agents
                Composability layer — partners build specialized agents with industry knowledge. 4× acceleration for .NET, 50% faster VMware delivery.

Foundation Services

Auth
                IAM Identity Center integration. User traceability for all agentic operations via CloudTrail identity propagation.

Chat Service
                Natural language interface — the conversational layer where you specify objectives, ask questions, and guide the agent.

Workspace Manager
                Manages migration workspaces, job lifecycle, and multi-user collaboration across teams.

Job Orchestrator
                Coordinates multi-step migration jobs — discovery, planning, network, replication, cutover — with dependency tracking.

Agent Registry
                Central registry of all available agents — AWS-built, partner, and custom. Manages versioning and capabilities.

Knowledge Bases
                Stores organizational knowledge, migration patterns, and best practices. Agents query this for context during execution.

Artifact Store
                Stores generated IaC templates, migration plans, network configs, and transformation outputs.

Worklogs
                Detailed step-by-step logs of every agent action — what changed, why, and the build/test results at each step.

HITL
                Human-in-the-Loop — approval workflows for network deployments, cutover operations, and code reviews.

Learning
                Continual learning engine — extracts knowledge items from every execution to improve future transformations.

Connectors
                Cross-account connectors for multi-account migrations. Secure IAM role-based access with approval workflows.

Monitoring
                CloudWatch integration for metrics, alerts, and operational visibility across all migration jobs.

🧠 Amazon Bedrock AgentCore

Integrations

Code Repos

Kiro / IDE

CLI / Agents

Confluence

Identity (IdP)

KB MCP

BYO Agents

DBeaver

Migrate & Modernize with Agentic AI

How AWS Transform Is Built

Choose Your Transformation

VMware → Amazon EC2

COBOL/z/OS → Java

.NET + SQL Server + UI

Any Code Pattern

Live Transformation Dashboard