Too big to open. Ask anyway.
Armine Simonyan works in land acquisition. Her KMZ files hold several hundred thousand plots, more than a consumer map tool will open. She asked her agent for the answer and got a filtered file back.
The interesting questions rarely fit the tools you have.
The file is too large, the format is wrong, or the filter you need is not a button anywhere. So the question takes a week of somebody's time, or it never gets asked.
What she asked for
Take the KMZ files. Buffer the construction corridor. Intersect it with the plots. Keep only the land the construction actually touches, and calculate how much of each parcel is affected.
That is not a setting in any map tool. It is a piece of software, and it exists for one afternoon.
It wrote the Python.
It ran it against the real files, hundreds of thousands of plots at a time. It handed back the filtered file.
No ticket, no GIS analyst, no waiting. She described the geometry problem in her own words and got the output she needed.
Most AI stops at telling you what it would do.
An OrgCortex agent has a machine, a working directory, and the ability to write and run real code. The tool for your question gets built on the spot, used, and left behind.
That is the difference between an assistant that describes the analysis and an employee that does it.
What you get
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Questions you stopped asking because the file was too big.
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Analysis your team does not have the Python time to write.
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The code and the reasoning kept next to the answer, not lost in a chat window.