Responsible AI in Code Enforcement: A Governance-First Approach

Artificial intelligence (AI) is steadily transforming the way local governments deliver services. As agencies begin to experiment with AI across a range of civic responsibilities, code enforcement has emerged as a compelling area for innovation. Digital tools empower communities to operate more efficiently and intelligently, helping ensure properties are properly maintained, local ordinances are upheld, and public safety remains a top priority. Yet many agencies continue to face growing caseloads, complex floodplain enforcement requirements, and aging, disconnected systems that slow down compliance efforts. In this context, the question facing municipal leaders is not simply whether AI can support code enforcement, but how it should. What principles guide its use? What guardrails must be in place to ensure the technology supports, rather than undermines, the work of public service?

At Forerunner, we believe responsible AI implementation begins with the recognition that the people enforcing local codes – inspectors, administrators, and planning staff – are stewards of civic trust. Their professional judgment, contextual understanding, and accountability to the public cannot and should not be replaced; instead, AI must operate in the service of their expertise.

Forerunner supports cities and counties across the country with a visual, AI-powered platform for managing code cases, inspections, and compliance in one centralized system. Equipped with mobile-friendly tools, automated workflows, and real-time mapping, Forerunner helps local governments streamline operations. Whether the focus is on zoning enforcement, blight remediation, or flood zone compliance, Forerunner is designed to integrate with existing data systems and allow agencies to do more with fewer resources.

Code officers can easily upload documentation, track and manage code case records at the property level, and customize inspections for any workflow.

With features like property warnings, custom tables, and a public website, Forerunner helps local governments clear backlogs, coordinate across departments, and keep the public informed.

As Forerunner evolves, we continue to prioritize transparency and traceability. We aim to modernize local code enforcement workflows without compromising the integrity of the process. We are not seeking to automate decision-making; rather, we are building tools that support consistency, ensure compliance, and streamline communication, without ever removing people from the work. 

By designing tools that uphold professional standards and adapt to the real-world complexity of municipal work, we believe AI can contribute meaningfully to responsive, efficient, and equitable local government. As the use of AI expands, Forerunner will continue to focus not only on what the technology can do but on how it can serve the communities and public servants who rely on it every day.

Reach out to support@withforerunner.com to learn how Forerunner can support your community.