- The FSCA and Prudential Authority report identifies data privacy, bias and systemic vulnerabilities as the most urgent risks as AI spreads in finance.
- The report finds that banks are leading adopters, using AI for operations, fraud detection, risk management and compliance, with generative AI applied in sales and marketing.
- The FSCA and PA call for stronger governance, clearer disclosure and better consumer protection to ensure ethical and responsible use of AI.
Artificial intelligence is already present in South Africa’s financial system, but regulators are raising concerns.
The Financial Sector Conduct Authority (FSCA) and the Prudential Authority (PA)’s inaugural report, Artificial Intelligence in the South African Financial Sector, warns that AI could expose consumers to privacy breaches, biased algorithms and systemic instability if not managed properly. According to the report, ensuring the protection of sensitive financial data requires strong cybersecurity measures, placing consumer protection at the forefront of the discussion.
The risks set out in the report go beyond individual institutions. The FSCA and PA warn that AI can create vulnerabilities, including model risk, operational dependencies and procyclicality. The report states that market concentration could also increase shocks. The authorities emphasise that these dangers must be handled through governance, transparency and ethical oversight to ensure AI serves the public good.
FSCA and PA survey finds rapid AI adoption and sector-wide concerns
The FSCA and PA have jointly published Artificial Intelligence in the South African Financial Sector, their first overview of AI use, which covers machine learning and generative AI in South Africa’s financial institutions. The report is based on a survey of banks, insurers and investment managers conducted in 2024, as well as global developments.
According to the report, AI usage is on the rise, with banks leading the way. It finds that 52 percent of banks actively use AI, while 50 percent of payment providers do the same.
Investment plans, according to the report, vary across the sector. While most institutions plan modest investments under R1 million, more than half of bank respondents expect to invest over R20 million in AI technologies during 2024.
The FSCA and PA highlight opportunities to improve data analytics, operational efficiency and cybersecurity. However, the report also points out significant risks, including consumer concerns about data privacy, bias and discrimination, reputational risks and systemic vulnerabilities.
FSCA and PA report details how banks are using AI
Banks are the main users of AI in South Africa’s financial sector, according to the report. They are focusing on operations and IT, as automation cuts costs and boosts efficiency. Fraud detection is another key area, with banks using machine learning models to scan transactions for suspicious activity.
The report notes that risk management and compliance processes are changing, with AI supporting credit scoring, stress testing and regulatory reporting. Generative AI is being applied in sales and marketing, helping banks tailor product promotions and engage with customers.
Report urges new governance and transparency standards for AI
The FSCA and PA report outlines several lessons for the sector. It urges institutions to use recognised explainability methods such as SHAP and LIME to make AI-driven decisions understandable and auditable. The report recommends that governance frameworks should include strong data governance, model risk management and board-level oversight. Regulatory coordination with the Information Regulator is planned to ensure compliance with the Protection of Personal Information Act, especially regarding data privacy and consumer protection.
Other lessons in the report include focusing on high-impact use cases, developing clearer disclosure requirements and promoting digital and AI literacy throughout the sector. The FSCA and PA state that ethical standards and oversight are crucial to reduce bias, inaccuracies and consumer harm. These insights reflect a move towards a more inclusive, transparent and resilient financial system that uses AI responsibly to benefit both institutions and consumers.
AI’s impact on South Africa’s financial sector highlighted in regulatory study
South Africa’s financial sector contributes around 20 percent to GDP and operates under a twin peaks model of regulation. According to the report, with 67 banks, 158 insurers, 315 lenders, 27 major payments institutions, over 5 000 pension funds and more than 200 fintechs, the stakes are high.
The study makes it clear that AI is not a distant prospect but a current reality, reshaping the sector’s infrastructure and consumer experience. The FSCA and PA conclude that the challenge now is to responsibly harness AI’s disruptive potential, balancing innovation with ethics and ensuring that governance keeps pace with technology.
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