Articles & Tutorials

What AI Automation Looks Like in a Real GIS Pipeline

What AI Automation Looks Like in a Real GIS Pipeline

We found a bug in one of our production datasets yesterday. By the afternoon we had diagnosed it, fixed it, checked the fix against imagery in two metros, updated the client PDFs, and committed the change. A corrected reprocessing run across 198 metro areas was...

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The Boise Boom Didn’t Slow Down — It Moved West

The Boise Boom Didn’t Slow Down — It Moved West

What eight years of satellite-measured land change says about the Treasure Valley Ask a national headline writer about Boise and you'll get the 2020–2021 story: pandemic boomtown, California license plates, bidding wars. Ask the land itself and you get something more...

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A Complete Guide to Graduated Color Renderers in ArcGIS Pro

A Complete Guide to Graduated Color Renderers in ArcGIS Pro

Few symbology tools get more use in day-to-day GIS work than the graduated colors renderer. Whether you're mapping median household income by census tract, crime rates by precinct, or population change by county, graduated colors are the workhorse behind the classic...

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Analyzing Map Performance in ArcGIS Pro 3.7

Analyzing Map Performance in ArcGIS Pro 3.7

Every GIS professional knows the feeling. You open a map you authored last week, click around to verify a few edits, and the whole thing crawls. Layers paint in fits and starts, the scale bar lags, and you're left guessing which of your two dozen layers is the...

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The Determinism Gap: Why AI Doesn’t Replace GIS Automation

The Determinism Gap: Why AI Doesn’t Replace GIS Automation

A planner sits down with ChatGPT and asks for help finding suitable parcels for a new fire station. They paste in a description of the criteria — inside the city limits, outside the floodplain, at least two acres, within half a mile of a major road. The model returns...

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Know Your Geodatabase: A Reusable ArcPy Inspection Script

Know Your Geodatabase: A Reusable ArcPy Inspection Script

You've been here before. A vendor delivers a file geodatabase as part of a contracted project and you need to verify what they built before signing off. Your predecessor leaves the agency and you inherit an enterprise geodatabase connection and a folder of...

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