Welcome to the Predictive Economy Atlas
Explore organizations and platforms using predictive analytics, AI, and data science to advance the UN's 17 Sustainable Development Goals. Discover solutions for global challenges from poverty to climate action.
Organizations are organized by SDG categories, with country flags indicating organization headquarters.
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Organizations
No Poverty
GiveDirectly🇺🇸
Uses data analytics to identify and send cash directly to people living in extreme poverty with predictive targeting
Tala🇺🇸
Mobile lending platform using ML to predict creditworthiness for the underbanked in emerging markets
Kiva🇺🇸
Crowdfunding platform using predictive analytics to match microloans with poverty-reduction opportunities
Zero Hunger
Gro Intelligence🇺🇸
AI platform providing predictive agriculture and climate data to forecast food security and crop yields globally
World Food Programme (WFP) Analytics🇮🇹
UN agency using predictive models and data analytics to anticipate hunger crises and optimize food distribution
Plantix🇩🇪
AI-powered crop disease detection app helping smallholder farmers prevent crop loss through early prediction
Good Health & Well-Being
HealthMap🇺🇸
Disease outbreak tracking system using AI and data analytics to predict and map infectious disease spread
Ada Health🇩🇪
AI-powered health assessment platform using predictive algorithms for symptom analysis and health insights
Zipline🇺🇸
Predictive logistics platform using drones to deliver medical supplies, forecasting healthcare needs in remote areas
Quality Education
Khan Academy🇺🇸
Educational platform using learning analytics and predictive models to personalize education paths for students
Coursera🇺🇸
Online learning platform using data analytics to predict learner success and optimize course recommendations
Century Tech🇬🇧
AI learning platform using predictive analytics to identify learning gaps and personalize education delivery
Gender Equality
Equal Measures 2030🌍
Data platform tracking and predicting gender equality progress across SDGs using comprehensive analytics
Textio🇺🇸
Augmented writing platform using predictive analytics to eliminate gender bias in job postings and communications
UN Women Data Hub🇺🇸
Comprehensive database and analytics platform tracking gender equality indicators and forecasting trends globally
Clean Water & Sanitation
Xylem Vue🇺🇸
Smart water management platform using IoT and predictive analytics to forecast water quality and infrastructure needs
Aqualytics🇺🇸
AI-powered platform predicting water consumption patterns and detecting leaks in water distribution systems
Watergen🇮🇱
Atmospheric water generation technology with predictive analytics for water scarcity solutions
Affordable & Clean Energy
Tesla Energy🇺🇸
Renewable energy solutions using predictive analytics for solar generation forecasting and grid management
Tomorrow.io (Weather)🇺🇸
Weather intelligence platform with predictive models for renewable energy forecasting and optimization
AutoGrid🇺🇸
AI-powered energy management platform predicting grid demand and optimizing renewable energy distribution
Decent Work & Economic Growth
World Bank Open Data🇺🇸
Comprehensive economic data platform with predictive models for tracking global development and labor trends
LinkedIn Economic Graph🇺🇸
Labor market analytics platform using data to predict job trends, skills gaps, and economic opportunities globally
OECD.AI🇫🇷
Policy observatory tracking AI adoption and predicting its impact on economic growth and employment
Industry, Innovation & Infrastructure
Siemens MindSphere🇩🇪
Industrial IoT platform using predictive analytics for infrastructure monitoring and smart manufacturing
Sidewalk Labs🇺🇸
Urban innovation company using data and predictive models to design sustainable smart city infrastructure
PredictHQ🇳🇿
Event intelligence platform predicting impact of events on businesses and infrastructure for better planning
Reduced Inequalities
Opportunity Insights🇺🇸
Research institute using big data to predict and track economic mobility and inequality patterns in society
World Inequality Database🇫🇷
Comprehensive database providing analytics and predictions on income and wealth inequality worldwide
Fairness Indicators🇺🇸
Google tool for evaluating and predicting fairness in machine learning models to reduce algorithmic bias
Sustainable Cities & Communities
CityMapper🇬🇧
Urban mobility platform using predictive analytics to optimize public transit and reduce urban congestion
Urban Footprint🇺🇸
Urban planning platform using predictive modeling for sustainable city development and resource allocation
Remix🇺🇸
Transportation planning platform using data analytics to predict and optimize public transit networks
Responsible Consumption & Production
Too Good To Go🇩🇰
Food waste app using predictive algorithms to connect surplus food with consumers, reducing waste globally
Everledger🇬🇧
Supply chain transparency platform using blockchain and AI to predict and prevent fraud in circular economy
Rubicon🇺🇸
Waste management platform using data analytics to predict waste patterns and optimize recycling operations
Climate Action
Climate TRACE🌍
AI-powered platform tracking and predicting global greenhouse gas emissions in real-time for climate action
Jupiter Intelligence🇺🇸
Climate risk analytics platform using predictive models to forecast physical climate risks for businesses
Pachama🇺🇸
Forest carbon marketplace using AI and satellite data to predict and verify carbon sequestration
Life Below Water
Global Fishing Watch🇺🇸
Platform using satellite data and predictive analytics to track fishing activity and protect ocean ecosystems
Ocean Health Index🇺🇸
Data platform measuring and predicting ocean health across multiple dimensions for marine conservation
Allen Coral Atlas🇺🇸
High-resolution mapping platform using AI to monitor and predict coral reef health worldwide
Life on Land
Global Forest Watch🇺🇸
Real-time monitoring platform using satellite data and predictive analytics to track deforestation globally
Wildbook🇺🇸
AI platform for wildlife conservation using computer vision to predict population trends and track biodiversity
Land Portal🇳🇱
Global data repository providing predictive insights on land governance, rights, and sustainable land use
Peace, Justice & Strong Institutions
ACLED🇺🇸
Armed Conflict Location & Event Data Project using predictive models to forecast political violence and protests
Transparency International🇩🇪
Global corruption watchdog using data analytics to track and predict corruption patterns worldwide
UNODC Statistics🇦🇹
UN data platform tracking crime, justice, and drug trends with predictive analytics for policy making
Partnerships for the Goals
UN SDG Data Hub🌍
Comprehensive platform tracking and predicting progress on all 17 SDGs with data-driven insights
SDG Investor Platform🇨🇭
Investment intelligence platform using predictive analytics to match capital with SDG-aligned opportunities
Open SDG🌍
Open-source platform for countries to report and analyze SDG data with predictive trend visualization