Clint Andrews et al. publish AI in Planning: Opportunities and Challenges and How to Prepare

September 19, 2022

Artificial intelligence (AI) has been in development since the 1950s. However, due to the availability of big data and increased computing power, the AI market has grown substantially over the last decade and is expected to grow more than 20 percent annually over the next few years. AI is expected to be one of the biggest disruptors of the 21st century, with impacts affecting the economy, the built environment, society, and most professions, including the planning profession. Planners and allied professionals should have a strong understanding of the potential impacts and benefits posed by AI on the profession and the communities they serve. AI is already reshaping the local landscape, and it is important to understand how planners can use AI equitably and productively.

If deployed responsibly, AI has the potential to assist planners in their work, improve existing planning processes, create efficiencies, and allow planners to refocus their work on the human factors of planning (i.e., human interactions, connecting with community members, and related human skills). However, the use of AI also poses the risk of exacerbating existing inequalities in society if its user is unprepared and doesn’t understand and question the systems and algorithms in place.

As part of APA’s foresight practice, APA hosted an “AI in Planning” Foresight Community, a multidisciplinary group of experts in planning, computer science, data analytics, sociology, geography, and engineering, among other disciplines. The Foresight Community met 10 times over the course of one year, from June 2021 to June 2022, to discuss potential impacts from AI on the planning profession, the need for ethical AI, and how planners can prepare for AI. This white paper, co-authored by Bloustein School Prof. Clint Andrews, summarizes the findings and suggests initial ideas on how planners can prepare for AI and its potential impacts, how planners can ensure AI-based planning tools are used in equitable and inclusive ways, and what the role of the planner should be in developing and using AI-based planning tools.

Recent Posts

NJSPL Report: Emotional Well-Being of NJ Nurses

Report Release: Emotional Well-Being of New Jersey Nurses Post-COVID-19 New Jersey State Policy Lab COVID-19 brought to light the disparities among the nursing workforce that have been simmering in our health care system and highlighted the need for nurses to access...

“Work Trends RU” Podcast with Gov. Murphy

Heldrich Center for Workforce Development has launched its new podcast series, "Work Trends RU," exploring the changing worlds of work, education, social policy, and financial security. The series covers a variety of issues, including the contemporary workforce,...

New Jersey Micromobility Guide – Bike Ped Resource Center

From NJ Bicycle and Pedestrian Resource Center New Jersey Micromobility Guide (2025) The New Jersey Micromobility Guide serves as a resource for micromobility users across the state, collecting and summarizing the laws and safety best practices that can make riders...

Gov. Murphy Proclaims May NJ Walk and Bike Month

From New Jersey Safe Routes to School Celebrate Bike Month and New Jersey Walk and Bike to School Month this May Governor Phil Murphy has proclaimed May as Bike Month and New Jersey Walk and Bike to School Month. Go outside to get some exercise and enjoy the beautiful...

From Public Health Research to Real-World Impact

From Public Health Research to Real-World Impact: A Conversation with Melinda Rushing In our final episode of EJB Talks for this semester, Dean Stuart Shapiro speaks with Professor Melinda Rushing, a new faculty member in the school's health administration program....