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    Model Migration (Gemini to Bedrock)

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    Model-layer migration from Google Gemini on Vertex AI to a Bedrock model family, with output parity validated before cutover

    Overview

    Teams running on Google's Gemini models through Vertex AI often reach a point where consolidating on AWS makes sense for cost, data residency, or governance, but Gemini itself is not available on Bedrock. This engagement migrates the model layer to a Bedrock model family, translating your prompts and validating output parity, while leaving the surrounding application intact.

    • Target model selection across Bedrock model families such as Anthropic Claude, Amazon Nova, and Meta Llama, matched to your quality and cost goals
    • Prompt and API translation from the Gemini and Vertex AI SDKs to the Bedrock Converse API
    • Evaluation harness with side-by-side scoring to confirm output parity before cutover
    • Guardrails, IAM, and invocation logging configured for governed production use
    • Cost and latency comparison with a phased cutover plan

    Highlights

    • Model layer migrated without re-architecting the surrounding application
    • Cross-family move to Anthropic Claude, Amazon Nova, or Meta Llama on Bedrock
    • Evaluation harness quantifies any quality delta before you commit

    Details

    Delivery method

    Deployed on AWS
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