AI use case

Catch typos in property deed boundaries before they cause trouble

One wrong digit in a deed can leave a lot boundary that doesn't close, and nobody notices until the surveyors show up. A developer fine-tuned a small Qwen model for about a dollar to read deed lines, then plain code checks the shape closes and flags the exact line for a person to review instead of guessing.