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AWS Marketplace OpenAI migrations
Migrating generative AI solutions can create uncertainty for many organizations. AWS provides cost-effective efficient, reliable, production grade solutions and infrastructure that are optimized for generative AI.
Generative AI maturity considerations
Early stage generative AI maturity considerations
Which models are the most advanced right now?
How quickly can we ship something?
Can we demo something exciting for stakeholders?
How agentic can we make this?
Who else is using this model?
Advanced stage generative AI maturity considerations
Is this solution production-grade and stable?
Can we optimize for latency and responsiveness at scale?
What’s the cost-to-serve between different models?
Can we monitor, troubleshoot, and iterate with best practices?
How do we ensure trust, governance, and compliance?
How do we continuously measure and improve quality post-launch?
Solving generative AI migration challenges
AWS offers many benefits
- Optimized performance and cost for generative AI services with flexible pricing models
- Consumption of services (including models on Amazon Bedrock) draws from Enterprise Discount Programs (EDPs)
- Full enterprise compliance
- Built-in guardrails and security/compliance controls
- Control of your data; nothing stored or ingested by LLM model providers with Amazon Bedrock
- Single API access to leading models (Anthropic, Llama, Cohere, etc.)
- Consistent benchmarking and evaluation tools for your use cases
- Bedrock Studio for streamlined development
- Native AWS service integration; integrates with your existing security / networking and compliance on AWS
- Pre-built connectors for enterprise systems
Hosting data, apps, and generative AI services within the same cloud simplifies system maintainability and ability to innovate
Understanding and mitigating costs further
Not only does Amazon Nova Pro offer over three times the cost-efficiency compared to GPT-4.0 and GPT-4.0 Mini, its longer context window also enables it to handle extensive and complex inputs.
Building with a comprehensive portfolio of integrated tools
Organizations that value capabilities including model choice, model customization, retrieval augmented generation (RAG), AI agents, and data automation, are turning to AWS.
When it comes to breadth of models, AWS provides quick access to try out native or agnostic models.
Amazon Nova foundation models
Amazon Bedrock Marketplace
Amazon Bedrock Marketplace lets you discover, test, and use over 100 popular emerging and specialized foundation models (FMs) as well as industry leading models.
Some additional evaluation criteria to consider when migrating include:
· Model fine-tuning capabilities and RAG
· Integrated data automation services
· Ability to address region-specific privacy concerns
AWS offers these capabilities including native support for RAG pipeline integration to deliver accurate, transparent, and relevant information from the start.
With region locking, and customer KMS encryption keys, AWS provides added levels of security and compliance.
Whether you are just starting your evaluation or actively engaging in an OpenAI migration, AWS Marketplace Partner solutions can guide and accelerate your journey.
Accelerating OpenAI migration to AWS
Finding the right generative AI Competency Partners to migrate your application to AWS is simple. Find partners who can help you: starting with discovery to fully migrating your application from OpenAI.
Additional resources for generative Ai application migration
Partner solutions in AWS Marketplace can help accelerate your OpenAI migration
Moving fast is important in the AI landscape, especially because AI technology changes so rapidly.
Benefits
Accelerate your organization’s OpenAI migration from discovery to final transition with experienced AWS Marketplace Partners.
AWS Marketplace offers flexible pricing models, including on demand and pay as you go options, to name a few.
Plus enjoy efficient procurement with standardized contracts.
Discover solutions to meet your security and compliance needs while reducing risk with centralized governance and control.
Gain visibility into your software spending with consolidated billing.