I have been working on a small project recently and ran into something I did not expect to be this frustrating. Handling location based data at scale is way harder than I thought, especially when you try to make it usable for non technical users.
At first I tried stitching together a few APIs and some open datasets, but it quickly became messy. Performance issues, inconsistent results, and honestly a lot of manual cleanup. I started looking at how other tools approach it and came across visigeo,ai while researching.
What I found interesting was not even the features but how they structure the data in a way that feels more usable out of the box.
Still figuring things out on my side, but curious if anyone here has tackled something similar. Did you build your own system from scratch or rely on existing tools?