Why is Hybrid search important in production AI systems?

It improves coverage when exact identifiers, product names, error codes, or domain terminology matter alongside semantic meaning. 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.