Google funds Miami’s AI experiment with automatic zoning letters

A $250,000 donation from Google is funding a three-month pilot program using artificial intelligence to automate zoning verification letters while the City of Miami explores broader uses of the technology to optimize municipal services.

The city commission approved a March 13 resolution from Mayor Francis Suarez accepting the donation from Google to utilize its C3 Generative AI for Government Program. Initially, the program will focus on developing a tailored AI application to generate zoning verification letters in the T5 Transect Zone, with the city planning to evaluate its potential for other municipal functions if successful.

Google’s C3 AI platform helps government agencies leverage AI to improve workflow and productivity. Operated by C3.AI Inc., the program offers specialized tools for the public sector, automating tasks that typically require substantial human oversight.

For Miami, the platform is expected to streamline the city’s zoning verification process, generating letters more swiftly and accurately. The $250,000 pilot is entirely funded by Google through a cloud credit, with the city’s only cost being a nominal $1 one-time fee.

Zoning verification letters are critical for developers and property owners, confirming that a property meets local regulations before construction or development begins. The pilot will target the T5 Transect Zone, where zoning codes are vital to shaping urban growth. By automating this process, the city aims to reduce delays, enhance accuracy and improve accessibility for developers and residents alike.

Under Miami’s zoning code, the T5 Transect Zone, also called the Urban Center Zone, consists of a higher-density mixed-use building type that accommodates retail and office uses with apartments. The zone is designed to create a small-town center atmosphere that encourages pedestrian activity, blending residential, retail and office spaces to shape walkable urban corridors.

The T5 zone can be found throughout all city districts, typically in central areas that are key to urban development. For example, in District Two, it includes areas like Grand Avenue in Coconut Grove, while in District Four, it stretches along Coral Way. It is also mapped near LoanDepot Park, the Marlins’ MLB stadium in Little Havana, and in parts of Wynwood.

The pilot will use publicly available datasets and documents provided by the city, processed through C3 AI’s platform in the Google Cloud. The platform will be optimized to handle up to 100,000 pages of data, with up to 20 internal city users participating in the testing phase.

Both C3 AI and the City of Miami will assign workers to the project. A joint team of city staff and three full-time C3 AI specialists with expertise in solution architecture, data integration, data science and application configuration will oversee the pilot program.

A key goal is to evaluate whether the platform can be scaled beyond zoning verification. If successful, AI could help streamline numerous administrative tasks, boosting efficiency and improving service delivery across Miami’s government.

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