Some time ago, my colleagues published two deep-dive technical articles that walk through a real challenge we faced: turning chaotic, inconsistent real estate data into something machines and users can actually work with.
If you’ve ever tried to make sense of MLS feeds, build a custom property search, or generate layouts from encoded property plans, you know the pain. This wasn’t a matter of plugging in a library or buying an API. We had to build the underlying parsers ourselves.