GoldenEye
What Are CanuckDUCK AI Agents?
CanuckDUCK uses locally-hosted artificial intelligence to help Canadian communities make sense of their discussions, streamline governance, and save volunteer time. Our AI runs entirely on Canadian infrastructure - your data never leaves the country.
🦆 Forum Analysis Engine (FAE)
What it does: Reads through forum discussions and produces board-ready summaries.
How it helps:
- Saves hours of volunteer time - No more manually reading through hundreds of posts before meetings
- Identifies themes - Automatically groups discussions into topics (development concerns, safety issues, events, etc.)
- Tracks sentiment - Shows whether the community feels positive, negative, or neutral about each topic
- Extracts action items - Highlights questions raised and suggests next steps with responsible parties
- Generates reports - PDF summaries ready for board packages and AGM documentation
Available scopes:
Scope
Description
Example
Organization
Your community association's forums
Hillhurst-Sunnyside CA
Municipal
All community forums in a city
All Calgary communities
Provincial
All forums in a province
Alberta-wide trends
National
All Canadian community discussions
National civic pulse
Sample output:
"Community feedback for November-December 2025 reveals concerns about local development (6-story building proposal), rising property crime, and playground maintenance. Sentiment is cautiously negative overall, though community events planning shows positive engagement. Recommended actions: Council should implement neighborhood watch program; Planning Department should review development permit process."
🛡️ Content Moderation
What it does: Helps keep forums safe and constructive.
How it helps:
- Reviews posts for community guideline compliance
- Flags potentially problematic content for human review
- Maintains respectful discussion spaces
- Reduces moderator workload
📋 Meeting Intelligence (Coming Soon)
What it does: Integrates with the Meeting Workflow system.
Planned features:
- Auto-generate draft meeting minutes from discussions
- Summarize forum activity as AGM agenda input
- Track action items from meeting to meeting
- Ensure compliance with Societies Act requirements
🍁 Canadian-First Design
Principle
Implementation
Data Sovereignty
All AI processing happens on Canadian servers
Privacy by Design
Your discussions are never sent to US cloud services
No Per-Use Fees
Local AI means predictable costs, not surprise bills
Bilingual Ready
Infrastructure supports English and French analysis
How It Works (Simplified)
Community Discussions
↓ AI Analysis (Canadian servers)
↓ Themes, Sentiment, Actions
↓ Board-Ready Reports
- You discuss - Members post in your community forums
- AI reads - Our system analyzes the conversation
- Insights emerge - Themes, concerns, and suggestions are identified
- Reports generated - Download PDFs for board meetings and AGMs
Who Benefits?
Board Members & Volunteers
- Less time reading, more time acting
- Clear summaries for decision-making
- Compliance-ready documentation
Community Members
- Their voices are heard and categorized
- Important issues get surfaced
- Faster response to concerns
Municipal Staff
- City-wide sentiment at a glance
- Identify cross-community issues
- Data-driven policy input
Getting Started
If you're a community association on CanuckDUCK:
- Navigate to your organization's forums
- Click "Forum Summary" in the admin menu
- Select your time period (7, 30, or 90 days)
- Click "Generate Summary"
- Wait ~5 minutes for AI analysis
- View results or download PDF
Questions?
This is an evolving system built by Canadians, for Canadians. Feedback and suggestions are welcome in the Sandbox Discussion Forum.
Last updated: December 2025 Version: FAE 1.0