AI Risk Heatmap Learn how to document, manage and visualize your AI Risks Brian Obilo

  • Move Why This Tool Exists
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    Why this tool exists

    Your civil society team may be using AI for different reasons. ChatGPT or Gemini 2.5 Pro may be used to analyze community data. Midjourney may be used to create campaign visuals. But who's tracking what could go wrong?

    One beneficiary data leak. One biased resource allocation. One donor trust violation. Years of community trust, gone.

    This tool, built specifically for CSOs, transforms AI anxiety into visual clarity. See risks. Prioritize actions. Protect your mission.

    Visit our AI Risk Heatmap to get started

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    Why This Tool Exists 93 words
  • Move Reading The Heat Map
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    Reading the Heat Map

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    The grid is simple:

    • Bottom to top: How bad would it be? (Impact)
    • Left to right: How likely is it? (Likelihood)
    • Dot size: How many people affected
    • Colors: Green (manageable) → Red (critical)

    Each risk gets a number. Risk #3 might be "Beneficiary data in ChatGPT." Risk #7 could be "Biased community needs assessment." Numbers create accountability.

    Adding Your First Risk

    1. Click "Add Risk"
    2. Pick your AI tool (or add custom)
    3. Select your concern
    4. Slide impact: "If this happened, how bad?"
    5. Slide likelihood: "Given our current controls, how probable?"
    6. Estimate affected users
    7. Click "Add Risk"

    Done. Your first risk appears on the grid. The visual impact is immediate.

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    Understan

    Reading The Heat Map 170 words
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    Reading the Heat Map

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    Switch to List View for detailed analysis:

    • Sort by risk level
    • Filter by AI tool
    • Group by concern type
    • Track mitigation progress

    Export formats match your needs:

    • PDF: Board presentations
    • CSV: Detailed analysis  
    • JSON: System integration

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    Making It Routine

    Weekly: Add new risks as AI usage evolves

    Monthly: Review and update all risk scores

    Quarterly: Export reports for leadership

    Ongoing: Update after implementing controls

    Set calendar reminders. Risk management requires consistency.

    Managing Your Inventory 93 words
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    Starting Out

    Starting Out
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    Pro Tips

    Start focused: Assess AI tools touching beneficiary data first

    Be honest: Optimistic ratings help nobody, be truthful in your assessments

    Think mission-first: How could AI failure impact your beneficiaries?

    Consider context: Limited IT resources affect likelihood ratings

    Update regularly: Controls improve, AI risks change

    Share visually: Board members may in some instances respond better to heat maps better than spreadsheets

    Track progress: Celebrate when red dots turn yellow

    Your First Session

    Right now:

    1. Open the AI Risk Heatmap
    2. Add 3 risks (10 minutes max)
    3. Screenshot your Heatmap
    4. Share with one colleague
    5. Pick the reddest dot
    6. Implement one mitigation this week together
    Pro Tips 113 words
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    Remember

    This tool doesn't eliminate AI risks. It makes them visible, discussable, and manageable.

    Your AI usage will grow. Your risks will evolve. Your heat map should too.

    Start now. In 10 minutes, you'll see your AI risks clearly for the first time.

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    Transform uncertainty into clarity. Add your first risk today

    Conclusion 59 words