As generative AI evolves, deploying your workloads on a secure, scalable platform is key. AllCloud’s Migration from OpenAI to AWS Assessment empowers organizations to seamlessly transition from OpenAI models to AWS-native solutions—leveraging Amazon Bedrock and Anthropic for advanced, compliant AI performance.
This two-week engagement delivers a tailored analysis of your existing OpenAI workloads and maps them to equivalent AWS capabilities.
Deliverables include:
- A custom architecture on Bedrock
- A comprehensive Total Cost of Ownership (TCO) review
- Outlined phased migration plan with timelines, testing, and optimization strategies
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Assessment Highlights

Identification of Models and First Steps on AWS
Take advantage of Amazon Bedrock features like autoscaling, caching and concurrency to optimize for latency and cost at different traffic levels. – Identify the closest AWS model for each OpenAI model based on capabilities, size, domain, etc.

Scope & Analyze
Determine if AWS offers all required functionality or if customization is needed – Analyze cost, performance, and quality comparisons between the OpenAI and AWS models

Migration and Review
Migrate workloads in priority order, starting with simpler, lower-risk ones.
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