![AI for Good - a diverse group of six people gathered around a desk reviewing a project](https://www.microsoft.com/en-us/research/uploads/prodnew/2024/03/AI4Good_I-2_AI-Driven-Solutions_1400x788-1024x576.jpg)
Increasing opportunities in a digital world
In today’s digital world, we’re committed to empowering individuals to thrive in an AI-enabled economy. Through initiatives aimed at building digital skills for employment and livelihoods, expanding access to computer science education, and addressing critical skills gaps, we strive to ensure that everyone can harness the opportunities presented by technology. By advocating for the open exchange, sharing, and collaboration of data, we believe in enabling better decision-making, enhancing efficiency, and collectively addressing some of society’s most pressing challenges.
Growing access to digital skills and economy
![AI4Good - Expand Opportunity | two people sitting at a desk and looking at the camera](https://www.microsoft.com/en-us/research/uploads/prodnew/2024/04/AI4Good_AI-skills_1400x788-1024x576.jpg)
AI skills
AI offers tremendous potential to empower workers around the world—but only if everyone, everywhere has the skills to use it. Learn how we’re helping people and communities harness the power of AI.
![AI4Good - Expand Opportunity | woman looking at a computer screen](https://www.microsoft.com/en-us/research/uploads/prodnew/2024/04/AI4Good_Cybersecurity-skill-gap_1400x788-1024x576.jpg)
Close the cybersecurity skills gap
Currently there aren’t enough cybersecurity professionals to meet demand. Microsoft is helping to build an inclusive pipeline of cyber talent around the world.
![AI4Good - Expand Opportunity | woman taking notes in a greenhouse](https://www.microsoft.com/en-us/research/uploads/prodnew/2024/04/AI4Good_Sustainability-skills-gap_1400x788-1024x576.jpg)
Close the sustainability skills gap
Over 3,500 companies globally have issued climate pledges but many lack a workforce with the skills to turn these pledges to progress. Our report shows the urgent need to develop a new level of sustainability skills and fluency – and how we aim to help support the transformation.
![AI4Good - Expand Opportunity | man looking at a tablet and a laptop](https://www.microsoft.com/en-us/research/uploads/prodnew/2024/04/AI4Good_Digital-literacy_1400x788-1024x576.jpg)
Digital literacy fundamentals
Digital literacy can play a powerful role in helping people create more promising futures. These resources can help individuals gain the basic skills needed to effectively explore the internet and navigate our digital world.
Closing the data divide
![AI4Good - Expand Opportunity | photo of a sunburst shining through a forest with an overlaid color swoosh](https://www.microsoft.com/en-us/research/uploads/prodnew/2024/03/AI4Good_I-9-open-data-for-society-1024x576.jpg)
Improving society with open data
We’re working to make data that is relevant to important social problems as open as possible, including by contributing open data ourselves. The Data for Society resource center provides access to Microsoft’s open datasets, resources, and tools to make data sharing, research, and collaboration easier.
![AI4Good - Expand Opportunity | photo of two women in front of computer screens](https://www.microsoft.com/en-us/research/uploads/prodnew/2024/03/I-10-Open-datasets-1024x576.jpg)
Machine readable documentation for open datasets
Introducing a no-code, machine-readable documentation framework for open datasets, emphasizing Responsible AI (RAI). Designed to enhance accessibility and usability, it simplifies dataset discovery, understanding, and evaluation for researchers and data scientists.
![AI4Good - Expand Opportunity | abstract image of an AI chip embedded in a forest clearing](https://www.microsoft.com/en-us/research/uploads/prodnew/2024/03/I-11-Code-repositories-1024x576.jpg)
AI for Good code repositories
The AI for Good Lab is committed to the open data initiative. We’re dedicated to investing in essential assets that will make data sharing easier, including the necessary tools; frameworks; and templates. This is especially important for opening and collaborating around data to solve important societal issues.