Migrate Your AI Workloads to Amazon Bedrock with AWS Transform

This article announces a new model-to-model migration assessment custom transformation for AWS Transform, enabling enterprises to migrate generative AI workloads from OpenAI, Google Gemini, and Anthropic to Amazon Bedrock with AI-powered guidance.

• Assesses AI applications and produces comprehensive migration plans to Amazon Bedrock
• Supports OpenAI, Google Gemini, Anthropic, and open-source models via LiteLLM/Ollama
• Five-phase workflow: Discover, Clarify, Map, Estimate, and Recommend
• Preserves application architecture; only swaps model providers and SDK bindings
• Provides model mappings, cost estimates, SDK migration guides, and step-by-step runbooks
• Supports Python and TypeScript; Java support coming soon
• Available in eight AWS regions with standard AWS Transform pricing

This tool simplifies AI workload migration by automating assessment and planning, reducing manual migration effort from weeks to hours while preserving existing application logic and architecture.