LLMs in Real Estate (1)

Digital visualization of zoning codes transforming into interactive data for smart cities.

Why I Founded Civic Decode: AI Meets Urban Planning

It started in a classroom at UCLA in 2014. I was working on my Master’s in Urban Planning, when I decided to take a business plan development course jointly offered by the business school. The assignment was to build a business plan for a startup idea, and so my mind went to a recurring problem I had come across during my graduate studies. I was frustrated. As I learned about the major role local governments have played in shaping our built environment, I saw a stark contrast. Private organizations were constantly upgrading their tech stacks, streamlining operations, and becoming more…

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