AWS Transform's new feature automates identification of AI SDKs and models across codebases, gathering migration requirements interactively. It maps existing models to Amazon Bedrock alternatives with cost comparisons and produces production-ready code changes, easing consolidation of generative AI workloads within AWS.
Supporting multiple sources including OpenAI, Google Gemini, and Anthropic, plus frameworks and agentic layers, the tool preserves architectural integrity while optimizing cost and security features like IAM controls and prompt caching. It aids migration planning without directly performing the migration, offering transparency rather than definitive performance claims.
Source & further reading
AWS Transform now supports model-to-model migration assessment for generative AI workloads ↗Source published 2026-06-16. This report was prepared with AI assistance from the linked primary-source material. Claims and limitations should be checked against the original announcement or research.