civicplay.ai
Responsible AI Governance Toolkit for Canadian Recreation and Community Service Organizations
Small Organizations / Teams - Last Updated: February 23, 2026
This guide helps small recreation and community service organizations implement responsible AI governance quickly and practically. Whether you have two staff members or ten, you can establish clear standards, reduce risk, and build trust in how your organization uses AI tools within one week with minimal paperwork and maximum clarity.
What’s included:
Responsible AI Use Governance Template
Use this to set your baseline standard.
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Fillable policy text you can adopt and sign
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Clear ownership and escalation paths
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Rules people can actually follow
Reference Guide
Use this to properly set up the AI governance foundation for your organization.
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How to interpret policy rules in context
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Decision examples and case scenarios
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Build a no-blame ongoing learning culture
When you implement the template and use the guide in day-to-day work, you should be able to:
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Reduce privacy and reputational risk
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Have clear expectations for team and contractors
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Improve quality and reliability of AI-assisted work
- Create a repeatable process for approving tools and updating rules
Getting started (minimum viable policy → continuous improvement)
Step 1: Establish a minimum viable policy
Leadership, complete the Policy Template with:
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A named AI Governance Lead and clear decision rights
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What is allowed, what is not allowed, and what requires review
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A simple approach to data sensitivity categories and examples
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Where questions, incidents, and near-misses are reported
Step 2: Put the policy where people will actually use it
It’s important that everyone is aligned:
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Publish the policy for the team to read in advance
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Bring everyone on the same page with a staff meeting
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Share a follow up message: what the policy does and where people can ask questions
Step 3: Improve it through real learning
On a light monthly or quarterly rhythm:
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Turn repeated questions into clearer rules and examples
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Update the approved tools list when tools or features change
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Review incidents and near-misses, then adjust guidance to prevent repeats
Q: Can we use this if we're a department in a bigger organization?
Yes. While the toolkit is designed for small organizations with fewer than 10 staff, departments within larger organizations can adapt it for their team-level governance. You may need to coordinate with your organization's broader AI or IT policies, but the lightweight approach can work well for small teams that need practical guardrails without heavy bureaucracy.
Q: Is this legal advice?
No. This toolkit is not legal advice. It's a practical governance framework to help small teams adopt AI responsibly. Organizations should consult their own legal counsel for guidance specific to their jurisdiction and circumstances.
Q: What if we already have an AI policy?
If you already have an AI policy, you can use this toolkit as a reference to fill gaps, add practical implementation guidance, or compare approaches. The traffic light data classification, 4-Question Test, and verification-first principles may complement your existing framework. You can adapt specific components rather than replacing everything.
Q: Can we share and adapt it?
Yes. The toolkit is licensed under CC BY-SA 4.0, which means you're free to share and adapt it. You must credit the authors (Toby Nwabuogor and Dr. Julie Booke) and share any adaptations under the same license.
Q: Are we too small to need this?
If anyone uses AI in real work, you need a basic standard. The goal is support and clarity, not bureaucracy.
Q: AI is changing too fast.
That is why you are implementing a framework with a lightweight review loop.
This resource was developed through a collaboration between:
It is licensed as CC BY-SA 4.0.
Artificial Intelligence (AI) and Recreation
Do you have a few minutes to fill out this research form?
Dr. Booke from Mount Royal University is conducting a study which seeks to understand how AI
is being used in the recreation sector across Canada.
If you work in a recreation, we would love to hear from you!
Please take a few minutes to fill out this form. Your participation is important to better
understand how AI is or is not being used in recreation.
Please forward the survey link to others working in recreation - the more surveys completed
the better!
The survey takes approximately 5-20 minutes to complete.
Intelligence artificielle (IA) et loisirs
Avez-vous quelques minutes pour remplir ce formulaire de recherche ?
Le Dr Booke, de l’Université Mount Royal, mène une étude visant à comprendre comment l’IA
est utilisée dans le secteur des loisirs à travers le Canada.
Si vous travaillez dans le domaine des loisirs, nous aimerions beaucoup avoir votre avis !
Veuillez prendre quelques minutes pour remplir ce formulaire. Votre participation est importante
pour mieux comprendre comment l’IA est — ou n’est pas — utilisée dans le domaine des loisirs.
N’hésitez pas à transmettre le lien du sondage à d’autres professionnels du secteur des loisirs : un
grand nombre de réponses garantit un meilleur résultat !