GenAI at production scale: Why GenAI POCs fail and how AWS thinks about production readiness

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GenAI at production scale: Why GenAI POCs fail and how AWS thinks about production readiness

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We're joined by two GenAI experts from AWS and DoiT to understand why GenAI POCs fail at production scale, how to evaluate LLMs, and how to approach GenAI production readiness. The discussion covers four GenAI workload migration patterns, AWS Bedrock's systematic migration framework, enterprise compliance challenges including HIPAA and GDPR requirements, and practical approaches to evaluating model performance across speed, cost, and quality.

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