Global Search Boxes Often Become Unplanned, Expensive Platform Features

A client requested a simple feature to search across a complex platform using unstructured data like phone numbers or nicknames. The engineering team built a global search box, which became their most expensive unplanned feature that year. Unlike structured filters, a search box must query multiple data types with different rules and costs. This creates significant architectural challenges and potential security risks, as search indexes can bypass permission models.