End-to-end lifecycle management from development through retirement. Defines stage gates for build, validate, release, monitor, and retire phases. Includes LLMOps-specific practices for foundation models, prompt engineering, and fine-tuning workflows. Addresses model versioning, A/B testing, canary deployments, and rollback procedures. Ensures consistency, quality, and compliance throughout the model lifecycle while enabling operational excellence.
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