AI on AWS: What Separates Pilots From Production

Nearly 90% of AI proofs of concept never reach production. The gap is rarely the technology. It is the decisions made before the build begins: the wrong first use case, architecture designed for demo conditions, governance deferred, and no defined path to operation.

This eBook documents five patterns drawn from real production AI engagements on AWS. Each one reflects a decision point that separates initiatives that ship from those that stall. Whether you are planning your first production AI system or working to get a previous one across the line, these are the patterns worth understanding before your next build begins.

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