Tools & Initiatives
Information and links on tools and initiatives in development on adopting AI and LLMs in the social sector.
Fill-in-the-Blanks AI Policy Builder
Guardrails AI
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.
Theorymaker
AI-Driven Grant Assistant
Dev Design Training
Lumen5
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
SAP Business AI
IPCCGPT
LLM Consortium Workflow
Instrumentl
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
DataKind Playbook
Canva Magic Studio
Virtuous
Donor Outreach AI
Website Text Scraper
Scale Zeitgeist: AI Readiness Report
Webscraper
R package to scrape content like mission statements and social media handles from nonprofit websites.
Mobilize
Digits
Amazon Lex AI Chat Builder
Scribe
TechImpact
Promptflow evaluation
Momentum’s AI Donor Engagement Platform
How A.I. Health-Care Chatbots Learn From The Questions of an Indian Women’s Organization
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.
Foreclosure and Evictions Analysis Tool (F.E.A.T)
The Human Stack AI For Anyone
DocuSign
DataKind Learning Circles
Estimating and Validating PM2.5 Levels Using Satellite and Ground Observations in Selected African Cities for Environmental Justice
100DaysOfAI
Digital Guardian Secure Collaboration
Jotform Approvals
Inspiring Action: Identifying the Social Sector AI Opportunity Gap
Red teaming
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
Higherbar AI
Awesome LLM
Considerations for Governing Open Foundation Models
Xero
Finta
Kweet
Civis Analytics
Make
Checklist for Artificial Intelligence Deployment
Jay-AI
PAI’s Guidance for Safe Foundation Model Deployment A Framework for Collective Action
Zapier
Designing Your Human-Centered AI Strategy: The Social Sector Cohort
Microsoft 365 Copilot
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
What the public think of charities using AI
AI-Driven Air Quality Forecasting for Asunción
SoPact
Leading in a World Where AI Wields Power of Its Own
Bloomerang
DonorSearch AI
Spatial Equity Data Tool
Boardable
60 Decibels
GivingTuesday Email Builder
DALL-E OpenAI
Wize: The AI Assistant Built Specifically for Fundraising Teams
OurResearch receives $7.5M grant from Arcadia to establish OpenAlex, a milestone development for Open Science
Diligent
Ethical Guidance
Create ethical guidance for AI best-practice for non-profits including both ethical and AI alignment parameters.
Impact Atlas
Leveraging AI for Environmental Justice and Environmental Impact Assessment for Advocacy on Nuclear Energy and Policy
Racial Wealth Equity Database
AIG SMS for Environmental Justice among the Mau Indigenous Community
Claude AI
Announcing Purple Llama: Towards open trust and safety in the new world of generative AI
Airtable
CodeCarbon
Public Utility Data Liberation
DataGemma: Using real-world data to address AI hallucinations
Nonprofit Data 101 Webinar Series
Propel
Fundraising Appeal Evaluator
Donor Voice
NTEN
Propel
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,
Philanthrobotics
VolunteerMatch
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
100DaysOfNoCode
Gravyty
GivePulse
MethaneMapper
Google for Nonprofits
colandr
Amazon Mining Watch
Yougov.com
IBM Watson Studio
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
There’s an AI for that
Donor Perfect
SheetJS
Papa Parse
Fundraise Up
Bonterra for Nonprofits
almitra.ai
OpenAI’s ChatGPT
Grammarly for Business
The Data Observation Toolkit (D.O.T.)
DataKind
Nonprofit AMA
Zeus: Deep Learning Energy Measurement and Optimization
Microsoft 365 Nonprofit
Home-Cooked Software and Barefoot Developers
Golden
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
HubSpot AI-Powered Marketing Software
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