Overview
This resource explores how nonprofits and public-sector organizations can integrate AI into human‑centered design and product strategy. It shows how AI can accelerate ideation—using language and image models to unlock creative thinking and generate rapid prototypes—while also speeding up user research through transcription, sentiment analysis, predictive analytics, and real‑time A/B testing. At the same time, the article emphasizes the importance of ethical guardrails, data protection, and human oversight to ensure AI tools augment rather than replace empathy‑driven understanding.
Do you have feedback on this resource?
Thank you for your feedback as we strive to curate and publish resources to help social impact organizations succeed with data.
Related Resources
How to responsibly use Gen AI tools in designing development programs
This guide aims to contextualize concerns with the use of Gen AI in designing development programs and offer practical steps organizations can take to mitigate associated risks.
How to improve productivity by optimizing usage of Gen AI tools within your organization
This guide has been developed to identify ways in which Gen AI tools can help organizations improve their productivity.
How to align data collection to an organization or project’s overall mission
Learn how to design a logic model to ensure your data collection is intentional, optimized, and aligned with your mission.