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PwC Survey Warns Africa’s AI “Implementation Gap” Slowing Digital Transformation

February 6, 2026
2 min read
Author: Joyce Onyeagoro

African leaders must translate their AI ambitions into decisive action and bolder investment to ensure long-term competitiveness and secure a stronger position in the global digital economy.

A new report by PwC’s 29th Global CEO Survey  has highlighted a significant “implementation gap” in Artificial Intelligence (AI) across Africa, which is slowing the continent’s digital transformation. While 75% of African CEOs expressed strong intent to adopt AI last year, cautious investment approaches and structural barriers are preventing businesses from scaling these technologies effectively.

The survey emphasizes that although AI dominates boardroom discussions, actual deployment across business functions is lagging behind global peers. This gap threatens to widen the competitive divide between African organizations and their international counterparts. Many firms have completed basic “lift and shift” cloud migrations but have not optimized applications for cloud-native capabilities, leaving them without a scalable infrastructure essential for AI adoption.

Investment challenges are also significant. Only 26% of African CEOs believe their current investment levels are sufficient to achieve their organization’s AI goals. Foreign exchange pressures and the high cost of capital-intensive technology make sustained investment difficult. Talent scarcity further compounds the problem, with only 37% of CEOs reporting access to the technical expertise required for AI initiatives. Many local professionals are being recruited by global competitors, making it harder for African firms to build internal capacity.

Governance and strategic planning deficits are additional barriers to AI adoption. Only 41% of organizations have a clearly defined roadmap for AI initiatives, and just 37% have formalized responsible AI and risk management processes. CEOs often prioritize immediate operational resilience due to market volatility, which can result in the de-prioritization of long-term strategic planning needed for AI transformation. Moreover, many African firms remain dependent on global hyperscalers, which introduces challenges around data sovereignty, latency, and cost.

The emergence of agentic AI—autonomous systems capable of performing complex tasks—poses a further risk. Deploying these advanced capabilities requires mature data governance and strategic planning, areas in which many African organizations are still struggling. Experts warn that companies making only modest AI investments today may find it difficult to catch up as global competitors rapidly scale their capabilities.

Despite these challenges, AI is already delivering measurable value for some African businesses. According to the survey, 23% of CEOs who invested in AI reported revenue increases, while 25% achieved cost reductions over the past year. However, PwC concludes that operational gains alone are not sufficient. African leaders must translate their AI ambitions into decisive action and bolder investment to ensure long-term competitiveness and secure a stronger position in the global digital economy.

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