Why is Document chunking important in production AI systems?

Chunk size and overlap strongly affect whether retrieval returns enough context without adding excessive unrelated text. Its importance should be evaluated against concrete quality attributes such as reliability, maintainability, security, scalability, performance, and operational complexity rather than treated as an abstract rule.