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Understanding Spatial Data: Vector, Raster, LiDAR, Arrays, and the Modern Geospatial Stack

When most people think about data, they picture rows and columns. Tables, spreadsheets, and structured formats that help organize information. But there is another dimension to data that changes everything. It adds context, movement, and meaning by telling us where something happened, not just what happened. This is spatial data. And whether you are working […]

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The Plumbing Layer: Why Most GIS Teams Stall on Modernization

Most GIS teams I work with have already tried to modernize. They have people on Python. Someone is running PostGIS. A few have touched DuckDB or Sedona. And the modernization still stalls. The pattern: tools brought in, then abandoned The pattern is consistent. A new tool gets brought in. Three months later it is abandoned. […]

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The Geospatial Index: Why Understanding the Business of GIS Changes Your Career, Your Income, and the Future of Our Industry

The Geospatial Index: Why Understanding the Business of GIS Changes Everything Most GIS professionals spend years mastering tools, workflows, and data. Far fewer understand the business behind the technology we use every day. And almost none look at geospatial as an investable industry with measurable performance, competitive dynamics, and long-term economic signals. But that’s exactly […]