Impact AI
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What is Impact AI?
ImpactAI is an artificial intelligence assistant developed by the World Bank's Development Impact team (DIME AI) that uses generative AI to help policymakers understand the impact of different policy interventions. It leverages an open-source, queryable database of causal research from randomized controlled trials focused on policy interventions to make research evidence accessible for decision-making.
Key features include: access to thousands of randomized controlled trials and impact estimates across multiple countries; complete transparency with full source attributions tracing every insight back to its original research; standardized impact estimates that allow apples-to-apples comparison of different policy interventions; and interactive data visualizations that make complex research findings clear at a glance. The tool provides quantified insights to maximize policy impact.
ImpactAI is designed for development practitioners, policymakers, researchers, and anyone involved in global development decision-making. It helps users allocate the $220 billion in annual aid and trillions in annual impact investing more effectively, ultimately helping close the financing gap of the United Nations Sustainable Development Goals (SDGs). The tool was developed as part of Google.org's GenAI Accelerator in 2024.
Impact AI pricing
Pricing model: Freemium
Free - ImpactAI is a free tool developed by the World Bank's Development Impact team. There are no paid tiers or subscription fees. The tool is publicly available for development practitioners, policymakers, and researchers to use without cost.
Impact AI pros
- Access to thousands of randomized controlled trials in one place
- Thousands of quantified impact estimates available
- Coverage across multiple countries globally
- Complete transparency with full source attributions
- Every insight traces back to original research source
- Standardized impact scale for seamless comparison
- Interactive data visualizations for complex findings
- Powered by validated quantitative insights only
- Safeguarded against AI hallucinations
- Customized large language models for research
- Structured knowledge base of research studies
- One-stop solution for research evidence
- Recommended follow-up questions for exploration
- Free to use for development practitioners
- Open-source queryable database
- Built by World Bank's DIME AI team
- Part of Google.org GenAI Accelerator
Impact AI cons
- Limited to development economics research only
- Focused on randomized controlled trials exclusively
- May not cover all policy intervention types
- Database depends on existing research availability
- Limited to quantified causal evidence only
- May not have recent studies immediately
- Requires internet connection to access
- Limited to development policy context
Frequently asked questions about Impact AI
What is ImpactAI?
ImpactAI is an artificial intelligence assistant that uses generative AI to make it easier for policymakers to understand the impact of different interventions and identify those best suited to reach their objectives. It is your specialized research assistant that transforms how you discover, quantitatively compare, and act on the world's highest-quality causal evidence from randomized controlled trials.
Who developed ImpactAI?
ImpactAI was developed by the World Bank's Development Impact team (DIME AI) as part of Google.org's first-ever GenAI Accelerator in 2024. The team includes AI engineers, development economists, and software developers.
What data does ImpactAI use?
ImpactAI uses an open-source, queryable database of causal research from randomized controlled trials focused on policy interventions. The underlying database contains validated quantitative insights from thousands of development economics research studies across various themes.
How does ImpactAI prevent AI hallucinations?
ImpactAI is built on customized large language models powered by a structured knowledge base of research studies. To safeguard against AI hallucinations, the underlying database contains only validated quantitative insights from vetted research studies, ensuring users receive accurate insights.
What types of policy interventions does ImpactAI cover?
ImpactAI covers various development themes including improving road infrastructure, advancing the transition to renewable energies, reducing disease among children and underserved communities, and generating social impact in other domains related to development economics.
How can I access research sources from ImpactAI?
ImpactAI provides complete transparency with full source attributions, tracing every insight back to its source. You can directly access the sources from which the information provided in the summary and the graph is extracted.
What is the standardized scale for comparison?
ImpactAI assesses policy interventions' effects on a standardized scale for seamless comparison, allowing you to compare apples to apples when assessing different policy intervention options.
How does ImpactAI help with decision-making?
ImpactAI provides a summary of all key findings extracted from vetted research studies, explaining the effectiveness of different policy interventions. You can engage with the summary text to see real values on the impact of various policy options, visualize these impacts in interactive graphs, and quickly compare the effectiveness of each option.
Is ImpactAI free to use?
Yes, ImpactAI is a free tool developed by the World Bank. It is publicly available for development practitioners, policymakers, and researchers to access without any cost or subscription fee.
How does ImpactAI help with SDGs?
By empowering users to allocate the $220 billion in annual aid and trillions in annual impact investing more effectively, ImpactAI helps close the financing gap of the United Nations Sustainable Development Goals (SDGs).