Access to affordable AI tools, open source platforms, and hands-on support allows businesses to experiment and build capabilities while managing deployment risk.
AI is increasingly helping entrepreneurs in developing countries launch, manage and grow their businesses, according to a new UNCTAD report. Startups and small businesses are using AI for marketing, customer service, logistics, finance, and product design.
Large-scale language models have made it possible for small and medium-sized businesses to adopt AI quickly and affordably, but adoption remains uneven. Many entrepreneurs struggle to understand the business value of AI, and limited skills and talent slow adoption, especially in smaller companies.
Experts emphasize that a supportive ecosystem, clear governance, and skills development are essential for meaningful AI integration.
Access to affordable technology and finance will also play a key role. Open source platforms, collaboration, and gradual adoption, from off-the-shelf tools to in-house capabilities, help companies experiment, learn, and grow while managing risk.
UNCTAD’s report highlights the importance of policy frameworks to accelerate AI adoption, recommending that governments provide clear and practical rules, accessible infrastructure, and targeted training.
Entrepreneur support centers in several countries are already helping companies identify use cases and build practical AI skills to bridge the gap between strategy and real-world implementation.
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