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The Three Ingredients of Impact AI: Research from India Offers Guidance for AI for Social Good in Emerging Markets
The conversation around “AI for social good” has moved beyond hype and potential and into a high-stakes implementation phase, as a growing number of real-world use cases have emerged. Kalpa Impact conducted analysis of 97 startups and 13 non-profits deploying AI for social good at population-scale in India, seeking to understand who is building these tools, where they are being deployed and whether there is evidence of impact. Sushant Kumar and Ananya Mukherjee at Kalpa Impact share insights from this analysis, highlighting three key ingredients that can enable the successful deployment of impact AI in India and other emerging markets.
- Categories
- Technology
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19 Firms Get $1.5 Million Grant to Boost Solar-Powered Businesses in Africa
The programme which aims to deploy 3,800 productive use appliances, including solar-powered water pumps, refrigerators and milling machines, while creating over 3,000 green jobs across the three countries.Eight Nigerian companies were among the beneficiaries selected for the initiative.
- Region
- Sub-Saharan Africa
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Equity, AfricaNenda and Gates Foundation Partner to Advance Digital Public Infrastructure Across Africa
The collaboration will combine AfricaNenda’s technical expertise, policy expertise, and ecosystem leadership with Equity Group’s extensive regional footprint, digital payments capabilities, and implementation experience to accelerate the adoption of Digital Public Infrastructure across Africa.
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- Finance, Technology
- Region
- Sub-Saharan Africa
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Spring Impact Appoints Emma Colenbrander as CEO
Emma’s experience spans social entrepreneurship, development innovation and strategy, as a 2 x founder with a track record of building impactful organisations and supporting founders and enterprises across Africa, Asia, Europe, the US and the Asia-Pacific.
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- Investing
- Region
- Global
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Melinda French Gates Commits $215 Million to Women’s Health, Bringing Two-Year Total to Over $600 Million
The new funding includes $40 million to Co-Impact for an initiative embedding mental health support into maternal and primary care, particularly in Africa.
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- Health Care
- Region
- Global
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Africa Jobs Fund Launched to Mobilise $100 Million Philanthropic Investment to Boost Workers’ Incomes
The AJF launches as a fund of Renaissance Philanthropy, the non-profit founded by former White House science advisors Tom Kalil and Kumar Garg to design and run time-bound, thesis-driven philanthropic funds led by field experts.
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- Finance, Investing, Technology
- Region
- Sub-Saharan Africa
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Analysis: Supercharging Network Intelligence
How network organizations can use AI to better understand and support their members in real time.
- Categories
- Social Enterprise, Technology
- Region
- Global
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New Digital Initiative to Support Alternative Livelihoods in South Africa’s Coal-Mining Communities
TechnoServe's new initiative will leverage educational technology to help entrepreneurs in coal-dependent communities build businesses and create jobs.
- Categories
- Environment, Technology
- Region
- Sub-Saharan Africa
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