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    Model Migration (OpenAI to Bedrock)

     Info
    Model-layer migration from the OpenAI API to Amazon Bedrock, with output parity validated before cutover and the surrounding application left intact.

    Overview

    Teams running on the OpenAI API often reach a point where cost, data residency, or governance pushes them toward AWS, but they do not want to re-architect the whole platform to get there. This engagement migrates the model layer to Amazon Bedrock, re-pointing your inference calls and validating output parity, while leaving the surrounding application intact.

    • Target model selection across Bedrock, including GPT on Bedrock, Anthropic Claude, and Amazon Nova, matched to your quality and cost goals
    • Prompt and API translation from the OpenAI SDK to the Bedrock Converse or OpenAI-compatible APIs
    • 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
    • Choice of GPT on Bedrock, Anthropic Claude, or Amazon Nova as the target
    • Evaluation harness quantifies any quality delta before you commit

    Details

    Delivery method

    Deployed on AWS
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    Support

    Vendor support

    Contact us to learn more about this offering! https://newmathdata.com/contact-us/  Email: sales@newmathdata.com