Development Banks
Leveraging multilateral development banks' unique position to finance AI infrastructure in ways that embed benefit-sharing requirements, labor transition support, and accountability frameworks into loan terms.
What it is:
Development banks occupy a unique position in the AI economy: they can mobilize capital at scale, accept risks that private investors avoid, impose governance conditions on recipients, and coordinate across countries in ways that bilateral aid cannot. As AI infrastructure becomes critical development infrastructure, MDBs face pressure to expand their traditional focus on roads, ports, and power plants to include compute capacity, data infrastructure, and digital connectivity.
This expansion raises difficult questions: Should MDBs finance compute clusters that primarily benefit global technology companies? How can development finance reach countries that lack the technical capacity to deploy AI systems? What governance conditions should accompany AI-related lending? The answers will shape whether AI narrows or widens the global development gap.
Recommended Reading:
World Bank Group
December 2025
This report provides a strategic framework for development finance in the AI era. It identifies four foundational investments critical for inclusive AI ecosystems: connectivity, compute, context (data), and competency (skills). The report frames compute as "the new electricity" and calls on governments to make strategic decisions about whether to build domestic compute capacity or secure access to international cloud infrastructure. The Bank has committed to helping countries "harness AI for inclusive and sustainable development" through policy advice, regulatory reform support, and investment in digital foundations.
African Development Bank
December 2025
The AfDB released Africa's AI Productivity Gain: Pathways to Labour Efficiency, Economic Growth and Inclusive Transformation, projecting that AI could add $1 trillion to Africa's GDP by 2035. It outlines a three-phase roadmap: ignition (2025-27) for foundational investments and pilots, consolidation (2028-31), and scale (2032-35). The Bank has stated it is "ready to release investment to support these actions," positioning AfDB financing as catalytic capital to crowd in private investment and de-risk early-stage AI projects. The AfDB has also partnered with Intel to train 3 million Africans and 30,000 government officials in AI skills.
European Investment Bank
December 2025
The EIB Group signed a memorandum of understanding with the European Commission to co-finance AI "gigafactories": massive computing centers each running approximately 100,000 advanced AI chips, designed to train complex AI models for breakthroughs in medicine, cleantech, and space. The initiative builds on the Commission's InvestAI commitment of €20 billion to establish four to five gigafactories. The EIB will provide loans and advisory support through the InvestEU Advisory Hub to help turn proposals into bankable projects. This falls under the EIB Group's flagship TechEU program, targeting €70 billion in commitments over 2025-2027 to support high-risk innovative projects and mobilize €250 billion in total investment for AI, cleantech, and other disruptive technologies.
Center for Strategic and International Studies
October 2025
CSIS proposed that the World Bank and IMF should move AI infrastructure "from the margins to the core of what they finance," arguing that distributed AI infrastructure deserves the same priority as roads and ports once received. CSIS recommended co-financing regional compute hubs in Africa, ASEAN, and Latin America, and developing a "Global South AI Development Fund" co-governed by representatives from beneficiary regions rather than external institutions.
Real-world precedents:
MDB climate finance provides the most direct precedent for AI infrastructure financing. In 2023, MDBs jointly committed a record $125 billion in climate finance, developing common methodologies for tracking results, aligning operations with the Paris Agreement, and embedding just transition considerations into lending.
The G20 Roadmap towards Better, Bigger, and More Effective MDBs (endorsed November 2024) calls for enhanced coordination among MDBs on shared challenges.
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