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Municipalities and community organizations across Canada are beginning to explore how artificial intelligence can improve services, reduce workload, and support staff.

The challenge is doing this safely, responsibly, and effectively.

Below are practical resources developed by CivicPlay.ai to help municipal teams build AI literacy, governance, and operational readiness.

These tools are designed specifically for municipal departments, recreation teams, libraries, nonprofits, and community service organizations.

Featured Resources

Got AI Policy — Canada’s Municipal AI Governance Registry

A public, evidence-first registry that helps municipalities (and the people who serve them) answer one simple question: Got AI policy?

Key highlights:

  • A searchable registry of Canadian municipalities with source links as the ground truth  

  • Clear status signals (what’s verified, what’s missing, what’s still uncertain)  

  • AI-assisted cohort analysis to support committee and procurement discussions

  • AI-assisted Policy Review designed to speed up review while keeping readers anchored to evidence 

  • A correction and verification workflow, because a trustworthy registry needs mechanisms, not just claims  

This work is actively being tested in the wild, while entries are human-verified and kept defensible over time.

Responsible AI Governance Toolkit

A practical starting point for municipalities that want to introduce AI safely.

This toolkit helps teams implement basic governance in under one week.

Includes:

  • AI Policy Template for staff use

  • AI Output Verification Checklist

  • Traffic Light Data Classification System

  • 60-Second AI Decision Tree

  • Implementation Guide for managers

Download the toolkit and start building responsible AI practices today.

State of AI Readiness in Community Services (2025)

A sector-wide snapshot of how recreation and community organizations are currently using AI.

Key insights include:

  • How many staff are already using AI tools

  • Common risks and governance gaps

  • The most promising use cases in community services

  • Where organizations are struggling with adoption

This research has already informed training programs delivered to municipal teams across Canada.

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