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AI Transformation Resources

# AI Resources & Insights   
for Nonprofits & NGOs

Explore our curated collection of case studies, frameworks, and strategic insights to accelerate your AI transformation journey.

![AI Equity 2026 Partner](/assets/ai-equity-badge-LBIq8j7k.png)

## AI Equity Project 2026 Resources

Common Ground is a proud sponsor of the 2026 AI Equity Project, produced by Namaste Data. Our own work with nonprofits and foundations keeps surfacing the same thing: teams are being asked to make AI decisions quickly, often without the guidance or space to think clearly. [Read more about why we're a sponsor.](/blog/why-were-backing-the-2026-ai-equity-project) This year's project offers four practical tools built for exactly those conversations, for leadership, boards, fundraisers, and the tech companies serving the sector. We're hosting them here because they reflect the kind of responsible, human-centered AI practice we believe the sector needs.

### 2026 Survey Closed – Please Share the Results When Available

The 2026 AI Equity Project sector survey has now closed. This year asked even tougher questions than last: Is AI shifting power or consolidating it? Who is accountable when AI causes harm in a nonprofit context? Where is community voice centered, and where is it missing? What would genuine AI governance actually look like at the organizational level?

Findings publish in Fall 2026. Leave your email and we'll send you the results the moment they're released.

Notify Me When Results Are Available

![AI Equity Checklist for Fundraisers](/ai-equity-fundraisers-thumb.jpg)

Download PDF

### AI Equity Checklist  
for Fundraisers

A practical gut-check before you adopt any AI tool for donor communications, grant writing, or outreach. Covers trust, privacy, equity, and organizational fit, with a red flags section for when to stop and reassess.

Download

![AI Equity Workbook for Nonprofits](/ai-equity-nonprofits-thumb.jpg)

Download PDF

### AI Equity Workbook  
for Nonprofits

A discussion guide for leadership, boards, and staff. Helps your team name what needs protecting, where AI does and does not belong, and what support people need before expanding AI use. Built for a real conversation, not a compliance exercise.

Download

![AI Equity Workbook for Foundations](/ai-equity-foundations-thumb.jpg)

Download PDF

### AI Equity Workbook  
for Foundations

A strategic guide for foundation leadership and boards. Focuses on where power and fairness risks are highest in philanthropic workflows, and how to protect grantee trust as AI moves into grantmaking.

Download

![AI Equity Workbook for Tech Companies](/ai-equity-tech-thumb.jpg)

Download PDF

### AI Equity Workbook  
for Tech Companies

A guide for product leaders and boards building tools used by nonprofits. Prompts harder conversations about customer trust, data dignity, fairness, and downstream consequences for the communities your nonprofit customers serve.

Download

Produced by Namaste Data. Hosted with permission as part of Common Ground's sponsorship of the 2026 AI Equity Project.

![Setting AI Boundaries](https://vonqfnmlbhjkmhstimpk.supabase.co/storage/v1/object/public/pdf-carousels/thumbnails/1759364429308-thumbnail.jpg)

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### Setting AI Boundaries

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![Why AI Guardrails Matter](https://vonqfnmlbhjkmhstimpk.supabase.co/storage/v1/object/public/pdf-carousels/thumbnails/1759364711968-thumbnail.jpg)

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### Why AI Guardrails Matter

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![Plan for AI Failure](https://vonqfnmlbhjkmhstimpk.supabase.co/storage/v1/object/public/pdf-carousels/thumbnails/1759365354492-thumbnail.jpg)

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### Plan for AI Failure

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![Your AI North Star](https://vonqfnmlbhjkmhstimpk.supabase.co/storage/v1/object/public/pdf-carousels/thumbnails/1759371823231-thumbnail.jpg)

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### Your AI North Star

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![Measuring AI ROI](https://vonqfnmlbhjkmhstimpk.supabase.co/storage/v1/object/public/pdf-carousels/thumbnails/1759365775092-thumbnail.jpg)

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### Measuring AI ROI

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![AI & Equity](https://vonqfnmlbhjkmhstimpk.supabase.co/storage/v1/object/public/pdf-carousels/thumbnails/1760971400062-thumbnail.jpg)

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### AI & Equity

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![Beyond Pilots: Building Inclusive AI Capacity](https://vonqfnmlbhjkmhstimpk.supabase.co/storage/v1/object/public/pdf-carousels/thumbnails/1761583885517-thumbnail.jpg)

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### Beyond Pilots: Building Inclusive AI Capacity

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![Managing Digital Distance](https://vonqfnmlbhjkmhstimpk.supabase.co/storage/v1/object/public/pdf-carousels/thumbnails/1761759052245-thumbnail.jpg)

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### Managing Digital Distance

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![Lessons on AI Transformation & Fluency](https://vonqfnmlbhjkmhstimpk.supabase.co/storage/v1/object/public/pdf-carousels/thumbnails/1762381654303-thumbnail.jpg)

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### Lessons on AI Transformation & Fluency

Download

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