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Home ANALYSTS INSIGHTS

The silent watchdog: How AI is fighting fraud in Nigeria’s banking boom

by OLUSOJI ADEYEMO
May 13, 2026
in ANALYSTS INSIGHTS
corruption

In the bustling digital economy of Lagos, two transactions occur simultaneously. In one, a young entrepreneur in Ajah receives a long-awaited business loan to buy equipment, approved in minutes without collateral. In another, a sophisticated algorithm silently blocks an attempt to drain a pensioner’s life savings in Abule Egba, flagging a subtle anomaly in the login pattern. These unseen events are driven by the same force: Artificial Intelligence, which is rapidly transforming the landscape of Nigerian finance from a sector plagued by risk and fraud into one pioneering inclusion and security.

 

Nigeria’s fintech revolution, led by giants like Flutterwave, Paystack, and a host of digital banks, has created unprecedented convenience. However, it has also opened new frontiers for fraud. The EFCC and the Central Bank of Nigeria (CBN) constantly warn of evolving schemes, from phishing and identity theft to sophisticated money laundering rings. Traditional, rule-based fraud detection systems, which flag transactions based on static thresholds (e.g., “flag all transfers over ₦500,000”), are easily outmaneuvered by criminals. Enter Machine Learning (ML), the dynamic, learning brain now being deployed as finance’s “silent watchdog.”

 

How does it work? AI models are trained on billions of historical transactions, learning the “normal” financial behaviour of millions of Nigerians. They don’t just look at the amount, but at hundreds of micro-features: the time of day a user typically logs in, the typographical speed of their password entry, the GPS location of the transaction, the type of merchant, and even the subtle cadence of their app navigation. When a transaction deviates from this complex behavioural fingerprint, like a sudden large transfer to a new beneficiary from an unfamiliar device in the middle of the night, the AI can score the risk in milliseconds and either block it, flag it for review, or trigger a step-up authentication (like a biometric check).

 

The impact is profound. Interswitch, Remita, and major commercial banks report significant drops in successful fraud attempts since integrating advanced ML systems. For the ordinary user, it means peace of mind; their digital wallet is guarded by an ever-vigilant, learning system.

 

Perhaps even more revolutionary is AI’s role in financial inclusion. Over 40 percent of Nigerian adults remain outside the formal banking system, often because they lack the traditional collateral or credit history required for a loan. AI is pioneering alternative credit scoring. By analysing non-financial data, with user consent, such as mobile phone top-up regularity, airtime purchase patterns, utility bill payments, and even social reputation metrics from trusted community networks, AI can construct a reliable “proxy” credit profile.

 

Fintechs like Branch and FairMoney use these AI-driven models to offer instant, small-ticket loans to millions. This is not just convenient credit; for market traders, artisans, and gig workers, it is a lifeline for smoothing cash flow and seizing business opportunities. The AI assesses risk not on what you have, but on who you are in the digital ecosystem.

 

The challenges are significant and thorny. First is the privacy dilemma. The same behavioural surveillance that stops fraud can become intrusive if unregulated. Nigeria’s Data Protection Act provides a framework, but ethical implementation is key. Second is bias. If an AI is trained predominantly on data from urban, banked males, it may systematically disadvantage women, rural dwellers, or the very poor, perpetuating inequality. Auditing algorithms for fairness is a nascent but critical field.

 

Furthermore, the arms race with fraudsters continues. As AI gets smarter, so do criminals, using AI themselves to generate deepfake voices for authorisation or to simulate normal behaviour. Continuous innovation is the only defense.

 

Regulators are scrambling to keep pace. The CBN is establishing a Regulatory Sandbox to allow live testing of such innovative AI products in a controlled environment. The goal is to foster security and inclusion without stifling innovation.

 

“The future of Nigerian finance is not just digital; it is intelligent,” says Tope Alabi, a cybersecurity expert at Fintech Africa. “The AI doesn’t sleep, it doesn’t get bribed, and it can see patterns no human can. But we must build it with a Nigerian conscience, one that protects, includes, and serves justly.”

 

In a nation striving to build a cashless, trustworthy digital economy, AI is emerging as the indispensable guardian and gatekeeper, working in the shadows to secure prosperity and open doors for millions.

 

  • business a.m. commits to publishing a diversity of views, opinions and comments. It, therefore, welcomes your reaction to this and any of our articles via email: comment@businessamlive.com 
OLUSOJI ADEYEMO
OLUSOJI ADEYEMO

Olusoji Adeyemo is a professional with over 17 years of experience. Currently serving as an Azure Application Innovation & AI Specialist at Microsoft UK, he has held key positions at Wipro, Huawei Technologies, Oracle, and Dell, showcasing his expertise in cloud infrastructure, Application modernization, and Business continuity solutions. He holds a Master’s degree in Computer Science with distinction from the University of Hertfordshire and Caleb University. He is currently running his PhD research in Explainable AI and ML. He is also certified in various cloud and project management technologies, including Microsoft Azure Expert, Google Expert, AWS and Scrum. He can be reached at mastersoji@gmail.com and on Linkedin: https://www.linkedin.com/in/olusoji-adeyemo/

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