Equipping Changemakers with Responsible AI Guidance

In social impact, AI is controversial. Proponents cite transformational efficiency gains while critics fear it can exacerbate harm. Both are true. AI is simply a tool. One that can be an unprecedented force multiplier, but only if its used responsibly by understanding and working around it's limitations.

We provide support and free tools to help you with your AI journey: from experimenting, to understanding risk, to creating an AI solution geared to impact.

Free, public tools to help you learn, deploy, and fund AI

Free, public tools to help you learn, deploy, and fund AI

Transparent methodology grounded on 300+ real-life, social impact AI projects

Transparent methodology grounded on 300+ real-life, social impact AI projects

Validated frameworks, artifacts, and guidance regularly validated and refined by real social impact professionals

Validated frameworks, artifacts, and guidance regularly validated and refined by real social impact professionals

Our Standards are Informed By :

95% of AI Pilots Fail

A 2025 MIT study found that while thousands of great demos exist, only 5% of generative AI initiatives deliver measurable ROI. Most fail because they lack an effective, responsible deployment strategy.

Stop building for the demo. Start building for the real world

95% of AI Pilots Fail

A 2025 MIT study found that while thousands of great demos exist, only 5% of generative AI initiatives deliver measurable ROI. Most fail because they lack an effective, responsible deployment strategy.

Stop building for the demo. Start building for the real world

95% of AI Pilots Fail

A 2025 MIT study found that while thousands of great demos exist, only 5% of generative AI initiatives deliver measurable ROI. Most fail because they lack an effective, responsible deployment strategy.

Stop building for the demo. Start building for the real world

Our Offerings

Learn

Demistify AI and Experiment

Feeling intimidated by AI? We translate AI into plain English, impact-specific language and create personalized, beginner friendly learning plans to enable you to use AI to supercharge your impact.

Learn

Demistify AI and Experiment

Feeling intimidated by AI? We translate AI into plain English, impact-specific language and create personalized, beginner friendly learning plans to enable you to use AI to supercharge your impact.

Learn

Demistify AI and Experiment

Feeling intimidated by AI? We translate AI into plain English, impact-specific language and create personalized, beginner friendly learning plans to enable you to use AI to supercharge your impact.

Decide

Understand if AI is for you

We aren't pro-AI. We're pro-impact. We equip you with the tools and frameworks so you understand AI's limitations to determine if it is right for you and what to design around when using it

Decide

Understand if AI is for you

We aren't pro-AI. We're pro-impact. We equip you with the tools and frameworks so you understand AI's limitations to determine if it is right for you and what to design around when using it

Decide

Understand if AI is for you

We aren't pro-AI. We're pro-impact. We equip you with the tools and frameworks so you understand AI's limitations to determine if it is right for you and what to design around when using it

Deploy

Create AI Tools for Impact

We provide tools tailored to your issue area and budget to provide end-to-end guidance on creating safe and effective AI applications for impact .

Deploy

Create AI Tools for Impact

We provide tools tailored to your issue area and budget to provide end-to-end guidance on creating safe and effective AI applications for impact .

Deploy

Create AI Tools for Impact

We provide tools tailored to your issue area and budget to provide end-to-end guidance on creating safe and effective AI applications for impact .

Same Budget. Different Realities.

Stop pretending that all AI builds should have the same approach. Toggle to see how the Intelligence Engine re-allocates resources across the Six Principles based on your industry.

Healthcare

Education

Civic Tech

Accessbility Tech

Accessibility Tech

Scenario: Sign Language Translator Robot

Privacy: Visual data is sensitive; process locally on-device

Accountability: Human intent remains with the user, not robot

Security: Low-risk target; standard encryption is sufficient

Transparency: Users must know low translation confidence

Fairness: Must recognize all skin tones and hand shapes

Accessibility: Core product; must handle diverse signing style

Generate list of deals

Next month forecast

$2.8M

High Confidence

Generate Revenue Report

Revenue

$120.5K

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Healthcare

Education

Civic Tech

Accessbility Tech

The Healthcare Build

Scenario: A symptom-checker app processing patient data.

Privacy: HIPAA compliance and encryption is costly

Accountability: Requires human-in-the-loop and low hallucinations

Security: Local data storage for setup to prevent data leakage

Transparency: Needs explainability logs

Fairness: Standard monitoring and no differences between groups

Accessibility: Vetted users; ad-hoc accessibility needs

Generate list of deals

Generate Revenue Report

Risk Profile: High Stakes Compliance

Healthcare

Education

Civic Tech

Accessbility Tech

The Healthcare Build

Scenario: A symptom-checker app processing patient data.

Privacy: HIPAA compliance and encryption is costly

Accountability: Requires human-in-the-loop and low hallucinations

Security: Local data storage for setup to prevent data leakage

Transparency: Needs explainability logs

Fairness: Standard monitoring and no differences between groups

Accessibility: Vetted users; ad-hoc accessibility needs

Generate list of deals

Generate Revenue Report

Risk Profile: High Stakes Compliance