AWS DynamoDB is one of those services that engineers adopt fast and audit late. It’s fully managed, scales automatically, and delivers single-digit millisecond latency without a server to touch. But the billing model is genuinely complex, and the gap between “we’re paying for DynamoDB” and “we know exactly what we’re paying for and why” is wider than most teams expect.