Tools & Initiatives
Information and links on tools and initiatives in development on adopting AI and LLMs in the social sector.
Donor Perfect
How A.I. Health-Care Chatbots Learn From The Questions of an Indian Women’s Organization
DocuSign
Racial Wealth Equity Database
Red teaming
IBM Watson Studio
Digits
Lumen5
PAI’s Guidance for Safe Foundation Model Deployment A Framework for Collective Action
Wize: The AI Assistant Built Specifically for Fundraising Teams
990 Accessibility Enhancer
US-based non-profits file an annual from with the IRS (Form 990), which the IRS then makes available in an XML format. The form includes several important free-text fields, and filings often contain errors that make
AIG SMS for Environmental Justice among the Mau Indigenous Community
MethaneMapper
Website Text Scraper
Public Utility Data Liberation
Amazon Lex AI Chat Builder
Grammarly for Business
Webscraper
R package to scrape content like mission statements and social media handles from nonprofit websites.
Papa Parse
Dev Design Training
Xero
Yougov.com
AI-Driven Air Quality Forecasting for Asunción
OurResearch receives $7.5M grant from Arcadia to establish OpenAlex, a milestone development for Open Science
Designing Your Human-Centered AI Strategy: The Social Sector Cohort
Checklist for Artificial Intelligence Deployment
OpenAI’s ChatGPT
Foreclosure and Evictions Analysis Tool (F.E.A.T)
60 Decibels
Bonterra for Nonprofits
Make
Researching Charity Dissolution
This repository provides data, code and information for researching charity dissolution in multiple jurisdictions. It is based on the work completed during a British Academy funded project (2019-2020): Mission Accomplished: A Cross-national Examination of Charity
Re-mapping the US Non-Profit Sector
This research developed a machine-learning classifier that reliably automates the coding process using the National Taxonomy of Exempt Entities as a schema and remapped the U.S. nonprofit sector. I achieved 90% overall accuracy for classifying
Kweet
Spatial Equity Data Tool
Zapier
Promptflow evaluation
990 Databaser
Globally there are dozens of administrative or research databases to track the current population of third sector organizations. This data has oten been released in formats that are not always easy to use – ASCII
Donor Voice
NTEN
Leading in a World Where AI Wields Power of Its Own
Digital Guardian Secure Collaboration
Inspiring Action: Identifying the Social Sector AI Opportunity Gap
DataKind Playbook
Claude AI
Bloomerang
Amazon Mining Watch
Bespoke Non-Profit Activity Codes
National Taxonomy of Exempt Entities (NTEE) codes have become the primary classifier of nonprofit missions since they were developed in the mid-1980s in response to growing demands for a taxonomy of nonprofit activities (Herman in
DataKind Learning Circles
Microsoft 365 Copilot
Zeus: Deep Learning Energy Measurement and Optimization
Propel
Announcing Purple Llama: Towards open trust and safety in the new world of generative AI
Impact Atlas
Boardable
HubSpot AI-Powered Marketing Software
What the public think of charities using AI
Fundraise Up
Instrumentl
Text to SDG
The text2sdg package provides functions for detecting SDGs in text, as well as for analyzing and visualization the hits found in text. The following provides a brief overview of the contents of the package.
GivingTuesday Email Builder
Canva Magic Studio
Scale Zeitgeist: AI Readiness Report
Leveraging AI for Environmental Justice and Environmental Impact Assessment for Advocacy on Nuclear Energy and Policy
AI & Generosity Knowledge Hub
Create and utilize a scraper tool to organize the most relevant and up-to-date resources, creating a dynamic, user-friendly knowledge hub for nonprofits to stay informed and empowered.
Nonprofit Data 101 Webinar Series
The Human Stack AI For Anyone
Guardrails AI
SAP Business AI
IPCCGPT
Nonprofit Data 101: A Year of Generative AI Learnings
AI-Driven Grant Assistant
ML Classifiers for Non-Profit Mission Statements
Having clear taxonomies or categorical variables that describe nonprofit program activities makes many forms of data more theoretically meaningful and practially useful. They can be used to organize grants, examine collective impact from a set
Mobilize
Fill-in-the-Blanks AI Policy Builder
Finta
Jay-AI
Scribe
DataKind
Civis Analytics
Nonprofit AMA
Momentum’s AI Donor Engagement Platform
Considerations for Governing Open Foundation Models
Airtable
Theorymaker
Donor Outreach AI
CodeCarbon
Microsoft 365 Nonprofit
Philanthrobotics
Generosity Text-Mining
Academic and para-academic literature is rich with descriptions of culturally-specific behaviour. Many of these traditions and practices were studied in contexts far removed from thoughts of generosity, but still have relevance for our understanding of
Social Science Data Lab
The Social Science Data Lab is an event series at the Mannheim Centre for European Social Research (MZES). It offers a platform for young scholars to present and discuss cutting-edge methods for the collection, management,
GivePulse
VolunteerMatch
DataGemma: Using real-world data to address AI hallucinations
Gravyty
almitra.ai
Jotform Approvals
The Data Observation Toolkit (D.O.T.)
DonorSearch AI
Google for Nonprofits
Virtuous
DALL-E OpenAI
LLM Consortium Workflow
Diligent
There’s an AI for that
TechImpact
100DaysOfAI
Estimating and Validating PM2.5 Levels Using Satellite and Ground Observations in Selected African Cities for Environmental Justice
Fundraising Appeal Evaluator
Propel
SoPact
AI Landscraper
Searches Google (CSE API) for AI and nonprofit related content, and scrapes results using playwright-python. Primary purpose is to create a text dataset for use by LLM’s in projects that aim to understand the nonprofit
Awesome LLM
Home-Cooked Software and Barefoot Developers
Ethical Guidance
Create ethical guidance for AI best-practice for non-profits including both ethical and AI alignment parameters.