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Experts Caution Banks, Telcos for not Analyzing Unstructured Data

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The adoption of digital banking by banks and fintechs as well as digital transformation by other service oriented organisations as a key strategy have raised the need for them to extend analysing of unstructured data, experts have cautioned.

 

They said: “This means opening up of their platforms to third party vendors/Partners, using multiple channels to offer services to their customers like social media, Mobile, Web, PoS etc. These generate massive volumes of data and expose the organizations to threats

 

Presently, there are two major kinds of Data known as Structured and Unstructured Data, and a third one that sits between both data types called Semi-Unstructured Data.

 

Ethelbert Mbama, chief executive officer, Best of Breeds Business Solutions Limited, said unstructured data have its own internal structure, but does not conform neatly into a spreadsheet or database. Most business interactions are unstructured in nature.

 

“Today more than 80 percent of the data generated is unstructured and it keeps increasing due to the digital transformation agenda of most companies and opening up of channels and platforms. The fundamental challenge of unstructured data sources is that they are difficult for nontechnical business users and data analysts alike to unbox, understand, and prepare for analytic use. Thus, these data are mostly ignored and not used in analysis of events.

 

“This will not give the Business, a true picture of events. Examples could be sensor data (huge in percentage), social media streams, Log files, images/pictures, videos files, audio files, mobile data, Text data, Chats messages, PDF files, Word Documents, Emails, Webpages, etc.

 

“This represents about 80% – 85% of data that organizations generate today. In fact enterprises are investing heavily into data analytics of unstructured data as its major chunk is getting unnoticed.

 

“Outside the Handling of Fraud and Cyber Threats, Organizations that has the platform that can handle all kinds of data, analyze them, can be a step ahead of their competitors in all its operational engagement because they have 360 degrees view of the entire operations, Behavioral patterns, profiling and can, thus, use Real Time predictive analytics to make accurate predictions and decisions

 

“Dealing with only Structured Data limits you to analyzing, only 20% of your entire Data. The remaining 80% is where most information resides as you adopt digital engagement, multi channels and Data explosion,” he said.

Omar Yaacoubi, chief executive officer and co-founder, Barac- fraud and cybersecurity solutions provider, urged banks and telcos to step up analysis of unstructured data which has become a source of fraud and cyber-attacks through innovative solutions that can adapt to hackers behaviour.

 

“Sometimes they change their behaviour so the solutions the banks use needs to change their behaviour as well. With the current solutions that they have especially with the rule base solutions, banks will not be able to do that because it takes up to six to nine months to change the rules where you have to modify rules, it is very complex this is where solutions with behavioural analytic and machine learning will help to solve the problem.

 

“More so, opening those silos that the banks have where the transactions system works alone, CRM system works alone, core banking solution will work alone, all those system are unique and will work alone on their own, so that is where they need solution that communicate, they need solution that have holistic view, they solution that can detect attacks across the whole channels that they have especially as they move into cloud and adding new capabilities and opening their networks to new features like USSD, Fintech companies that have access to the banking data.

 

 

 

 


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E-Financial

Court Asks CBN, NIBSS to Seek Settlement in N98.5Bn Patent Suit

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Justice Deinde Dipeolu of the Federal High Court in Lagos has urged all parties in the N98.5 billion patent infringement lawsuit involving the Central Bank of Nigeria (CBN) and Nigeria Inter-Bank Settlement System (NIBSS) to pursue an amicable settlement before trial begins.

Court Asks CBN, NIBSS to Seek Settlement in N98.5Bn Patent Suit

The judge issued the directive on Tuesday after noting that CBN, Avanage Nigeria Limited, and the Registrar of Patents and Designs had no legal representation in court.

Justice Dipeolu declined to start the hearing and ordered that hearing notices be served on the absent defendants.

The suit was filed by Enterprise Logistics Speciale Limited and Samuel Kolajo, its managing director.

They are claiming N98.5 billion in damages for alleged infringement of patented cash management technology, breach of a Non-Disclosure Agreement (NDA), and financial losses from the non-deployment of their PillarSalt solution on Nigeria’s national payment infrastructure.

At the hearing, Tayo Oyetibo, SAN, appeared for the plaintiffs, while Olaoluwa Ale-Daniel represented NIBSS.

The CBN was not represented.

Oyetibo told the court the plaintiffs’ witness was ready to testify, but Justice Dipeolu held that the trial could not commence without all parties present.

The judge cited the Federal High Court Act, which encourages alternative dispute resolution, and directed both sides to engage in meaningful settlement talks.

NIBSS counsel argued that the company operates under CBN’s regulatory oversight and cannot act unilaterally. He also said NIBSS opposes creating a monopoly, which he claimed is central to the dispute.

Oyetibo countered that the plaintiffs invested heavily in developing patented innovations now allegedly being infringed. He said the PillarSalt Cash Management Solution would improve Nigeria’s cash handling system and boost the economy if deployed.

He blamed what he termed the selfish interests of some officials for blocking the technology but confirmed the plaintiffs are open to negotiation.

The case was adjourned to October 15 and 16, 2026, for trial if settlement talks fail.

In its claim before the court, Enterprise Logistics Speciale revealed that it developed several cash management technologies from 2011, including Mobile Smart Deposit, Mobile Cash Sorting and Processing Device, PillarSalt Cash Supply Chain, and Terminal Management System.

The firm stated that the innovations are covered by three patent certificates under the Patents and Designs Act.

The plaintiffs alleged that after sharing details with the defendants, the CBN issued Guidelines for Bank Neutral Cash Hubs (BNCH) that replicate their patented processes without consent.

They also accused the CBN of commercialising their inventions and failing to protect their rights as a regulator.

Accordingly, the plaintiffs are asking the judge to declare them exclusive owners of the patented technologies, restrain the defendants from using the inventions without written consent, compel NIBSS to activate PillarSalt on the Nigeria Central Switch within 30 days, nullify CBN’s BNCH Guidelines, and award N500 million for patent infringement, N200 million for breach of NDA, and N97.8 billion for losses since 2016.

In its amended defence, NIBSS denied liability. It said it did not infringe any patent or breach the NDA, and did not refuse to integrate the solution.

NIBSS argued that the plaintiffs seek exclusive rights that would create a monopoly and block other operators from the national payment infrastructure.

It added that integration decisions require regulatory and board approval.

 


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World Bank Approves Fresh $1.25Bn Loan for Nigeria

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The World Bank has approved a $1.25 billion Development Policy Financing loan for Nigeria despite widespread public criticism over the country’s rising debt profile, as it unveiled a new six-year partnership strategy aimed at accelerating private sector-led growth and job creation.

World Bank Approves Fresh $1.25Bn Loan for Nigeria

The lender announced on Wednesday that its Board had approved the Nigeria Actions for Investment and Jobs Acceleration Development Policy Financing operation as part of a broader Country Partnership Framework covering 2026 to 2032.

The approval comes days after a number of Nigerians criticised the proposed facility on social media, questioning the country’s growing reliance on external borrowing and demanding greater accountability over previous World Bank loans.

The statement read, “The World Bank Group has endorsed a new Country Partnership Framework (CPF) for Nigeria spanning 2026–2032, setting out a strategy to create more and better jobs at scale by unlocking private sector–led growth. As part of this broader support, the World Bank has also approved the Nigeria Actions for Investment and Jobs Acceleration (NAIJA) Development Policy Financing (DPF) operation, which supports Nigeria’s transition toward a more inclusive growth model that spurs growth and create jobs.”

According to the World Bank, the $1.25 billion facility will support reforms designed to strengthen the foundations for economic growth, improve competitiveness and stimulate private sector investment.

The statement noted, “The NAIJA DPF operation, which amounts to $1.25 billion, supports a set of Government reforms to strengthen the foundations for growth and competitiveness.”

The lender said the operation would back reforms to deepen Nigeria’s capital markets, modernise regulations for the digital economy and e-governance, advance power sector reforms, reduce trade barriers under the country’s commitments to the Economic Community of West African States and the African Continental Free Trade Area, improve access to quality agricultural seeds and strengthen domestic revenue mobilisation.

The financing forms part of the World Bank Group’s wider support package for Nigeria, combining policy-based lending with investments in energy, digital infrastructure, agriculture, private sector development and social protection.

The bank said the package is intended to help create jobs, strengthen economic resilience and reduce poverty by encouraging greater private sector participation in the economy.


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S&P Sees Increased Loan Losses for Nigerian, African Banks Amid Global Risks

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Nigerian banks are expected to contend with elevated loan losses through 2026 as high interest rates, persistent inflation and the withdrawal of regulatory forbearance continue to weigh on the quality of their loan books, S&P Global Ratings has said.

The outlook reflected a broader trend across Africa’s largest banking markets, with lenders in Nigeria, South Africa and Egypt forecast to face rising credit losses as geopolitical tensions, tighter global financial conditions and stubborn inflation increase pressure on businesses and households.

The projections are contained in S&P Global Ratings’ ‘Global Banking Outlook 2026 Midyear Update: Emerging Europe, Middle East and Africa (EMEA),’ release.

The ratings agency said banking systems across emerging Europe, the Middle East and Africa remain broadly resilient, but warned that operating conditions are becoming more challenging.

“We expect many banking sectors in emerging EMEA, despite general resilience, will face increasing credit losses, as rising inflation weighs on household disposable income and corporate profitability,” the report stated.

S&P said a prolonged conflict in the Middle East could further worsen banks’ asset quality across the region.

“If the instability in the Middle East continues for a prolonged period, asset quality deterioration and the related increase in credit losses could be significant,” it said.

The report also identified uncertainty over the United States Federal Reserve’s interest-rate path and weaker investor confidence in emerging markets as additional risks that could tighten financing conditions across emerging Europe, the Middle East and Africa.

For Nigeria, however, S&P said the country is less vulnerable to the direct spillover effects of the Middle East conflict because it is a net oil exporter and an emerging producer of refined fuels.

“As a net oil exporter and an emerging producer of refined fuels, Nigeria is less exposed to the spillover effects from the Middle East war,” the report noted.

Even so, S&P expects domestic economic conditions to remain a challenge for the banking sector, with inflation, unemployment and poverty projected to stay elevated. It added that high interest rates and the removal of regulatory forbearance would continue to put pressure on banks’ asset quality.

“Additionally, the removal of regulatory forbearance and high interest rates will continue to weigh on banks’ asset quality,” the report said.

Against that backdrop, S&P expects Nigeria’s non-performing loan ratio to stabilise at between six and seven per cent in 2026, while credit losses remain elevated at between two and 2.5 per cent.

Despite those pressures, the agency said Nigerian banks are expected to generate sufficient earnings to absorb higher provisioning costs.

“We expect most banks will be able to absorb the incremental provisioning requirements thanks to their strong profitability, even as average return on equity normalises at about 20 per cent to 23 per cent in 2026, compared with an estimated 25 per cent in 2025,” it stated.

In Egypt, S&P said banks’ creditworthiness remains closely tied to that of the sovereign because exposure to the public sector accounted for about 61 per cent of total banking assets as of December 31, 2025.

It expects the Middle East conflict to slow economic growth and weaken private sector credit demand in the country. Combined with tighter monetary policy, average credit losses are projected to increase to about 150 basis points in 2026 and 2027 from about 130 basis points in 2025.


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