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The challenges we are facing today have grown in complexity and increasingly require large, coordinated efforts: between countries; and across a broad spectrum of governmental and non-governmental organizations (NGOs) and the communities they serve. Artificial intelligence (AI) and machine learning (ML) have attracted widespread interest in recent years, due to a series of high-profile successes. Targeted applications of AI to the domain of social good have recently come into focus. Despite the optimism, technical and organizational challenges remain. This makes the successful applications of AI/ML hard to deliver within the field and difficult to achieve a lasting impact. This article features the top NGOs working to improve the influence of AI in 2022.
Omdena is an organization that recognizes the value of data and uses artificial intelligence to deliver some of its services and programs highly efficiently and at a large scale. No matter your maturity level, the Omdena platform helps you to build real-world solutions and accelerates your path into a data-driven organization. Get access to the world´s largest library of data science projects for impact organizations. It is one of the best NGOs working to improve the influence of AI in 2022.
With all the hype surrounding AI, Wadhwani AI sees a need to ensure the appropriate use of valuable resources in the development sector. Wadhwani AI takes on intractable problems where technologies such as AI can potentially be transformative. This NGO is building AI-based solutions in the agriculture and health domains, such as pest management for cotton farms, maternal, newborn, child health, and tuberculosis.
This NGO is a global development organization that works on uplifting the livelihoods of small farmers. They began as a project at Microsoft Research and evolved into an independent NPO that partners with global tech leaders and uses AI, machine learning, and data analytics to improve the condition of unskilled farmers below the poverty line. They use a customized data collecting service COCO (connect online and connect offline) method. This eliminates the hurdles which come with a lack of connectivity in rural areas. The data can be updated and used offline as well. They have built an analytics dashboard on the CoCo database. This is an open-source platform and can be used by anyone interested in making an impact with tech. With a database of over 5000 videos, Digital Green plans on implementing recommendation engines based predictive analytics models. It is one of the best NGOs working to improve the influence of AI in 2022.
This Hyderabad-based NGO works around the clock to curb human trafficking. Operation Red Alert began its research back in 2014. After the initial data collection, they collaborated with Australian analytics firm Quantium to work along with data scientists to gain insights into human trafficking. This partnership alleviates the latencies on the tech side and offers in-time grievance reporting. Quantium's data scientists design complex queries that run against multi-terabyte data sets and get more accurate results with great agility and accuracy. Their custom-built service MapR adds performance security and the ability to segregate multiple data sets from multiple data partners for Operation Red Alert. It allows the authorities to take prompt action, which is crucial in avoiding trafficking.
Road accidents led to the death of more than 10 lakh Indians in the last decade. Save Life Foundation, therefore, commissions nationwide survey to gauge the public perception about road safety in India. These surveys serve as blueprints for initial diagnosis, and the data collected will be used to analyze, predict and eradicate the risk-prone areas. SLF categorizes the vulnerable category within the road accidents spectrum and addresses the need to change laws and in a way, demands accountability from the local players. It is one of the best NGOs working to improve the influence of AI in 2022.
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