When tech companies are fully prepared to build grade-separated AV routes, will Atlanta be ready?

Better Transit Can Change the World

Eight years of independent research on economics, building massing, central business district geography, and the long-term value of urban land; the quantitative case for developers and community improvement districts making the decisions now

Download the Working Paper

For Investors / Developers

Three Core Findings

Atlanta's Missing GDP: How Traffic Caused the Talent Gap
These structural problems directly weaken Metro Atlanta’s supply-side economy by 8.4 to 14.3 percent of GDP

Elevated platforms for AVs in Downtown Atlanta?

the size of a functional central business
district (CBD) under near-term
autonomous infrastructure

Downtown's Missing Workforce

The market for connected
managed lanes will arrive before Atlanta is likely to have combined liens, financial agreements, and official blueprints and construction of even a single autonomous viaduct

Featured Upcoming Analyses

Implications for Developers and Investors

The 21-story massing model, and which investments to avoid over the next 30 years.

Submarket Analysis: Atlanta

Where new investment-grade cores will form as the functional CBD expands from 1.8 sq mi to 9 sq mi.

The Working Paper (Click to Download)

The full quantitative framework: methodology, sensitivity tables, citations, and submarket-level corridor analysis.

About the Author

Autonomous Symmetry is an independent research project by Joe Hornbuckle, an Atlanta-based dog-walker with a background in economics, product management, and growth strategy in residential construction software. The project has been continuously developed since 2018, combining quantitative modeling with field-specific literature in urban planning and infrastructure economics. Joe is currently exploring opportunities in real estate research, development strategy, and capital-allocation analysis.

Autonomous Symmetry

When tech companies are fully prepared to build grade-separated AV routes, will Atlanta be ready?

Better Transit Can Change the World

Three Core Findings

Atlanta's Missing GDP: How Traffic Caused the Talent Gap These structural problems directly weaken Metro Atlanta’s supply-side economy by 8.4 to 14.3 percent of GDP

Elevated platforms for AVs in Downtown Atlanta? the size of a functional central business district (CBD) under near-term autonomous infrastructure

Downtown's Missing Workforce The market for connected managed lanes will arrive before Atlanta is likely to have combined liens, financial agreements, and official blueprints and construction of even a single autonomous viaduct