Harnessing AI: The real opportunity for local governments across Canada

In Canada’s ever-evolving public sector landscape, artificial intelligence (AI) presents a unique opportunity to reimagine how local governments work and deliver services to residents. With budgets tightening, expectations rising, and the pace of change accelerating, local governments are being asked to do more with less.

Across Canada, many local governments are beginning to explore the possibilities of AI, while others are still working to understand how it can be applied effectively. According to MNP’s 2025 Municipal Report, nearly half of municipal leaders, 47 percent, identified selecting appropriate AI use cases as their top technology challenge with another 37 percent cited concern about turning AI concepts into operational reality.

These results underline a growing need for simple, actionable guidance that helps local governments take their first steps with confidence. As AI moves from concept to practical application, having a solid understanding of the fundamentals becomes essential. When used thoughtfully, AI can help local governments unlock new efficiencies and deliver better services to residents and businesses.

Here are some key considerations to keep in mind as you start your AI journey.

AI is valuable for local governments as it can enable them to deliver better services and make smarter decisions in an increasingly complex environment. By leveraging AI, local governments can boost productivity and improve the employee experience by automating routine tasks, allowing staff to focus on strategic priorities that matter most to their communities. Beyond efficiency, AI opens the door to data-driven insights, forecasting, and scenario modeling that help optimize operations and strengthen decision-making.

AI is creating more responsive, informed, and resilient local governments. For example, local government organizations across Canada could integrate AI into their operations in the following ways:

• Turning council meeting briefs and minutes into engaging summaries for the public.
• Integrating an AI-powered digital assistant to respond to customer inquiries on the local government’s website
• Streamlining initial permit application reviews to identify missing or incomplete information
• Analyzing public engagement, surveys, and feedback to better understand customer needs
• Leveraging sensor and historical data to predict when roads, bridges, or pipelines need repairs.
• Automating workflows for property tax account creation and payment reminders
• Projecting population growth and housing demand to inform infrastructure planning and urban development

• What you need to know about GenAI in local governments
• 2025 MNP Municipal Report: AI in Action: Powering Canada’s Local Governments
• How Local Governments can bridge the gap between AI desire and readiness: A roadmap for success

Integrating AI into operations and service delivery comes with a level of responsibility. Local governments must ensure that AI adoption is ethical, transparent, and aligned with data and privacy practices. The following considerations are critical to building trust, mitigating risks, and ensuring that AI delivers value in a responsible and sustainable way.

• Strategic alignment: Identify and prioritize AI initiatives that deliver real value and support strategic and operational goals.
• Risk assessment: Conduct privacy and risk assessments before implementation, and monitor emerging risks to ensure data is protected.
• Transparency and accountability: Be clear about where and how AI tools are used, test and monitor them regularly, and maintain human oversight.
• Data quality and bias mitigation: Ensure data is accurate, free from bias, and used responsibly.
• Employee training: Provide adequate training so staff can use AI tools effectively.
• Legal compliance: Consult legal services early to ensure compliance with all regulations.

Building a solid foundation is critical for AI success. Without the right structures, policies, and capabilities in place, even the most advanced tools can fall short. Establishing these fundamental elements creates the stability and trust needed for AI to thrive and deliver real value. By investing in these fundamentals early, local governments can build the foundation to scale AI responsibly and realize meaningful value across their operations.

• Clear governance frameworks: Establish policies and guidelines that support transparency, accountability, and responsible AI use.
• Strong data management: Ensure data is accurate, accessible, secure, and governed by strict privacy standards. High-quality, well-managed data is the foundation for effective AI outcomes.
• Skills and culture development: Invest in training and awareness so staff understand AI’s role and feel confident using it, while leaders champion its strategic value.
• Robust risk management: Develop flexible frameworks that address compliance, security, and ethical considerations while remaining adaptable to evolving regulations and emerging technologies.
• Technology infrastructure: Ensure systems can support AI tools and integrate seamlessly with existing processes.

To make the most of AI, local governments should view it as a tool to improve services and decision-making, rather than simply a technology upgrade. That starts with understanding where the organization is today and identifying which foundational elements must be in place to ensure readiness for integration. From there, focusing on a few high-impact projects can demonstrate early results and build confidence. Once those early successes are established, leverage that momentum to drive adoption across other areas.

Over time, AI becomes part of everyday operations by helping deliver services more efficiently and supporting better decisions. Success is not a one-time effort, however, it requires ongoing review and adjustment as technology and community needs evolve.

AI can feel overwhelming, even intimidating, but it is not a passing trend. It is rapidly becoming part of how organizations operate, and local governments can not afford to ignore it. The key is to begin integrating AI thoughtfully and responsibly, focusing on areas where it can add real value without disrupting what works.

The incremental steps can help local governments build momentum in the early stages of their AI journey:

• Host a one-hour leadership and employee session that explains what AI is, how it can be used in local government, and the importance of embracing new technologies
• Develop an organizational AI vision that aligns AI use with strategic goals
• Identify two or three internal champions who can help ideate AI use cases and guide early exploration

By taking incremental steps now, local governments can build confidence and capability, ensuring they’re prepared for a future where AI is simply part of doing business. By adopting AI responsibly, local governments can deliver better outcomes for residents, optimize resources, and build resilient, future-ready communities. The journey requires vision, collaboration, and a commitment to ethical leadership, but the rewards are well worth the effort.

If you are ready to take the next steps but are not sure where to start, reach out to your local MNP advisor to learn how AI can improve efficiency across your local government.

Lisa is a Manager on MNP’s Digital Advisory team, specializing in large scale strategic work, service delivery, and digital transformation. Experienced working with public, private, and non-profit clients, Lisa is passionate about fostering relationships to enable a culture of trust and collaboration.

Ilir is a Senior Manager at MNP Digital that specializing in working with government organizations. Skilled at navigating complexity and inspiring people to action, he is known for building and empowering quality teams, and has a reputation for strategic thinking, excellent planning, and effective execution.