Create standardized technical components

Create reusable components and architecture patterns so multiple GenAI applications follow consistent practices.

Without standardization:

• teams implement security differently
• monitoring becomes inconsistent
• model integrations become duplicated
• governance becomes difficult
• operational maintenance becomes expensive

Standardize reusable building blocks:

Standard GenAI Platform
├── Model Invocation
├── Authentication
├── Prompt Templates
├── Guardrails
├── Retrieval
├── Logging
├── Evaluation
├── Monitoring
└── Deployment

• AWS Well-Architected Framework
• Generative AI Lens
• Amazon Bedrock
• AWS CloudWatch
• AWS CloudTrail
• IAM
• Infrastructure as Code

Use standardization when:

• many applications use GenAI
• multiple teams deploy similar architectures
• security/compliance requirements are shared
• model access must be centrally governed

Standardization does not mean every workload must use the exact same model or database.

Standardize patterns and controls, while allowing workload-specific choices.

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