What Cities Should Look for When Evaluating AI Solutions

Considerations to implementing a thoughtful AI program for your city

Cities are at the cusp of a technological revolution, with artificial intelligence (AI) offering tools to transform urban operations and deliver better services to residents. For city governments, embracing AI isn’t just a trend—it’s an opportunity to re-imagine how cities function. But with great potential comes great responsibility, and the integration of AI requires a thoughtful approach to maximize its benefits and mitigate risks.

The Promise of AI in Urban Governance

AI’s transformative power is evident in its ability to make cities more efficient. Imagine a city where energy usage is optimized, waste is minimized, and traffic flows smoothly. Through real-time data analysis, AI can bring these scenarios to life. Predictive maintenance systems, for instance, can forecast when infrastructure like bridges or water systems need repairs, reducing operational costs and preventing service disruptions.

Citizen services stand to gain immensely from AI as well. Picture an AI-powered chatbot, always available to answer residents' questions, process requests, or guide them through city services. These tools not only enhance engagement but also save city staff time by handling routine queries. Beyond chatbots, AI enables cities to offer faster and more personalized services by analyzing citizen data to tailor solutions.

One compelling example of AI's potential is navigating city codes and regulations - a cumbersome task for construction developers and city staff alike. Leading citizens and developers through city requirements is time consuming, and misinterpretations often lead to costly delays, with permit rejections and inspection failures a common occurrence. These hurdles can be daunting for developers looking to break into a new market, which limits cities’ choices and stymies growth. At Fordje, we simplify this process by synthesizing complex municipal codes into concise, easy-to-understand summaries. Users can query specific regulations and receive accurate responses in seconds, cutting through the confusion that has historically slowed development. By reducing errors in permit applications, Fordje accelerates project timelines, fosters collaboration between developers and cities, and ensures compliance with the latest regulations. For cities, tools like Fordje demonstrate how AI can bridge gaps, enabling growth, new corporate involvement, and getting more done with less. .

AI also excels at data-driven decision-making, empowering city leaders to make informed choices across departments. From urban planning to public safety, AI’s advanced analytics can identify trends and forecast outcomes, leading to smarter, more effective policies. This data-driven approach is invaluable for long-term strategies like sustainability initiatives, where AI can optimize energy use, reduce emissions, and create greener cities.

The Challenges of Embracing AI

Despite its many advantages, AI also presents challenges that cities must address thoughtfully. Privacy is a major concern. AI relies on data to function, but collecting and analyzing information about residents raises questions about how that data is stored, used, and protected. Transparency and robust safeguards are essential to building public trust.

Security risks accompany the increased connectivity of AI-driven cities. A smart grid or traffic management system can be a target for cyberattacks, potentially disrupting essential services. For AI adoption to succeed, cities must prioritize cybersecurity at every step.

Equity and accessibility are equally critical. Not all residents have equal access to technology, and some may struggle to use AI-driven services. City leaders must design solutions that are inclusive, ensuring that no one is left behind in the digital transformation.

There’s also the risk of over-reliance on AI. While these systems are powerful, they lack the ethical judgment and contextual understanding that humans bring. Decision-making should always involve human oversight to ensure fairness and alignment with community values.

Another challenge is data quality. AI systems are only as good as the data they’re trained on, and inaccuracies or biases in that data can lead to flawed outcomes. Cities must invest in maintaining high-quality, representative datasets and rigorously test algorithms to prevent unintended consequences.

Implementation hurdles can’t be overlooked either. Integrating AI into existing city systems can be complex, and resistance from employees or residents is a common obstacle. Initial costs for AI projects may also be high, requiring a clear demonstration of long-term value and return on investment to gain public support.

Building Smarter Cities Together

AI offers cities a remarkable opportunity to become smarter, greener, and more responsive to their residents’ needs. But success requires more than adopting the latest technology—it demands a strategic approach that addresses challenges like privacy, equity, and data quality while prioritizing transparency and inclusivity. Groups, such as the Government AI Coalition, are bringing together local government leadership and private enterprise to foster growth, knowledge and innovation for all.

Platforms like Fordje showcase what’s possible when AI is implemented thoughtfully. By streamlining the compliance and permit research process, Fordje exemplifies how AI can reduce complexity, enhance collaboration, and drive better outcomes for cities and their residents. These solutions are a reminder that AI is not a magic fix but a tool—a powerful one—that, when used wisely, can transform urban governance for the better.

As cities embark on this journey, the focus should remain on collaboration between technology providers, government agencies, and the communities they serve. By embracing AI with care and intention, cities can build a future that’s not only smarter but also more inclusive, sustainable, and resilient.

Ready to Build Smarter Cities Together?

As cities navigate the exciting possibilities of AI, the journey can feel overwhelming. At Fordje, we believe in empowering city governments and developers with tools and knowledge to make the transition smoother, more efficient, and more inclusive. Whether it’s simplifying complex planning processes, ensuring compliance, or exploring innovative solutions, our mission is to be a trusted partner in shaping smarter, more sustainable communities.

Let’s work together to create cities that work better for everyone. Explore how AI can transform your city’s future or reach out to learn more about fostering smarter urban development. The future is bright, and we’re here to help you lead the way.

Jon Gamble

Jon Gamble

Co-founder & CTO

14 years of engineering and team building at startups and established companies