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How African Tech Start-ups Can Leverage Predictive Analytics for Efficient Service Delivery

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Predictive Analytics

By Otori Emmanuel

Many organizations are seeking ways to offer their products and services to customers in an efficient way in order to save time, ease the processing of the orders and provide the highest quality of delivery at the expected time.

One major opportunity that most start-ups are not taking advantage of is the availability of data in the public domain as well as the internal data they are gathering to make business intelligent decisions.

Organizations are drowning in an overwhelming amount of data and know little or nothing about gaining insights from the data and turning them into actionable goals and objectives.

The purpose of data is to act with precision and less assumption which makes it possible for a business to thrive by reducing the probability of making errors to the barest minimum.

How to Gain Actionable Insights from Data

Data gathering

The gathering of data is the most rigorous step as without data, the ability to make decisions is hampered. Assumptions would thrive and there would be many gaps in the margin of errors. Before collecting data, the scope of the project in terms of questions to be asked in the survey, the duration of the project and field enumerators to be used as well as a medium for gathering the data should be known. These tools are for gathering data Surveymonkey, Google forms, Microsoft forms, Hubspot and Google analytics.

Data Cleansing

Data cleansing or wrangling is the art of removing unwanted items not needed in working with the data collected such as symbols, extra spacing, grammatical errors etc.

Data Analysis

To analyze any form of data that has been collected, these tools are the most comprehensive tools in the marketplace, they include Microsoft Excel, SPSS, STATA, Python, R programming, MATLAB, E-views.

Data Visualization

Data visualization is the art of representing data in the form of charts in order for comprehension by stakeholders. Examples of tools for data visualization are Power BI, Tableau etc

Business Intelligence

The action taken having seen the feedback hidden in the data collected is called business intelligence (BI). This is the most important aspect in order to act with precision.

What is Predictive Analytics?

Predictive Analytics is a form of using records from past data collected over a period of time to determine what the future holds in the form of forecasts. Predictive Analytics is a branch of data analysis that helps to make decisions in the business world.

Tools for Predictive Analytics

There are free and paid tools for predictive analytics and they are numerous in the form of software applications. They can be utilized by anyone who has competence in gathering data from customers through surveys or from a database and knowledge of which tool is applicable to best analyze certain data.

Non-coding tools

Microsoft Excel

SPSS

STATA

Coding tools

Python

R Programming

Application of Predictive Analytics

Stock Control

Staff Utility

Price fixing

Managing of Peak Times

Determining call rates

The future of business will be driven by African start-ups that can use the data gathered to study the behavioural tendencies of customers and how to serve their needs with a greater level of efficiency.

Emmanuel Otori has over 9 years of experience working with 100 start-ups and SMEs across Nigeria. He has worked on the Growth and Employment (GEM) Project of the World Bank, consulted for businesses at the Abuja Enterprise Agency, Novustack, Splitspot and NITDA. He is the Chief Executive Officer of Abuja Data School

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The Future of Payments: Key Trends to Watch in 2025

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Luke Kyohere

By Luke Kyohere

The global payments landscape is undergoing a rapid transformation. New technologies coupled with the rising demand for seamless, secure, and efficient transactions has spurred on an exciting new era of innovation and growth. With 2025 fast approaching, here are important trends that will shape the future of payments:

1. The rise of real-time payments

Until recently, real-time payments have been used in Africa for cross-border mobile money payments, but less so for traditional payments. We are seeing companies like Mastercard investing in this area, as well as central banks in Africa putting focus on this. 

2. Cashless payments will increase

In 2025, we will see the continued acceleration of cashless payments across Africa. B2B payments in particular will also increase. Digital payments began between individuals but are now becoming commonplace for larger corporate transactions. 

3. Digital currency will hit mainstream

In the cryptocurrency space, we will see an increase in the use of stablecoins like United States Digital Currency (USDC) and Tether (USDT) which are linked to US dollars. These will come to replace traditional cryptocurrencies as their price point is more stable. This year, many countries will begin preparing for Central Bank Digital Currencies (CBDCs), government-backed digital currencies which use blockchain. 

The increased uptake of digital currencies reflects the maturity of distributed ledger technology and improved API availability. 

4. Increased government oversight

As adoption of digital currencies will increase, governments will also put more focus into monitoring these flows. In particular, this will centre on companies and banks rather than individuals. The goal of this will be to control and occasionally curb runaway foreign exchange (FX) rates.

5. Business leaders buy into AI technology

In 2025, we will see many business leaders buying into AI through respected providers relying on well-researched platforms and huge data sets. Most companies don’t have the budget to invest in their own research and development in AI, so many are now opting to ‘buy’ into the technology rather than ‘build’ it themselves. Moreover, many businesses are concerned about the risks associated with data ownership and accuracy so buying software is another way to avoid this risk. 

6. Continued AI Adoption in Payments

In payments, the proliferation of AI will continue to improve user experience and increase security.  To detect fraud, AI is used to track patterns and payment flows in real-time. If unusual activity is detected, the technology can be used to flag or even block payments which may be fraudulent. 

When it comes to user experience, we will also see AI being used to improve the interface design of payment platforms. The technology will also increasingly be used for translation for international payment platforms.

7. Rise of Super Apps

To get more from their platforms, mobile network operators are building comprehensive service platforms, integrating multiple payment experiences into a single app. This reflects the shift of many users moving from text-based services to mobile apps. Rather than offering a single service, super apps are packing many other services into a single app. For example, apps which may have previously been used primarily for lending, now have options for saving and paying bills. 

8. Business strategy shift

Recent major technological changes will force business leaders to focus on much shorter prediction and reaction cycles. Because the rate of change has been unprecedented in the past year, this will force decision-makers to adapt quickly, be decisive and nimble. 

As the payments space evolves,  businesses, banks, and governments must continually embrace innovation, collaboration, and prioritise customer needs. These efforts build a more inclusive, secure, and efficient payment system that supports local to global economic growth – enabling true financial inclusion across borders.

Luke Kyohere is the Group Chief Product and Innovation Officer at Onafriq

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Ghana’s Democratic Triumph: A Call to Action for Nigeria’s 2027 Elections

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ghana election 2024

In a heartfelt statement released today, the Conference of Nigeria Political Parties (CNPP) has extended its warmest congratulations to Ghana’s President-Elect, emphasizing the importance of learning from Ghana’s recent electoral success as Nigeria gears up for its 2027 general elections.

In a statement signed by its Deputy National Publicity Secretary, Comrade James Ezema, the CNPP highlighted the need for Nigeria to reclaim its status as a leader in democratic governance in Africa.

“The recent victory of Ghana’s President-Elect is a testament to the maturity and resilience of Ghana’s democracy,” the CNPP stated. “As we celebrate this achievement, we must reflect on the lessons that Nigeria can learn from our West African neighbour.”

The CNPP’s message underscored the significance of free, fair, and credible elections, a standard that Ghana has set and one that Nigeria has previously achieved under former President Goodluck Jonathan in 2015. “It is high time for Nigeria to reclaim its position as a beacon of democracy in Africa,” the CNPP asserted, calling for a renewed commitment to the electoral process.

Central to CNPP’s message is the insistence that “the will of the people must be supreme in Nigeria’s electoral processes.” The umbrella body of all registered political parties and political associations in Nigeria CNPP emphasized the necessity of an electoral system that genuinely reflects the wishes of the Nigerian populace. “We must strive to create an environment where elections are free from manipulation, violence, and intimidation,” the CNPP urged, calling on the Independent National Electoral Commission (INEC) to take decisive action to ensure the integrity of the electoral process.

The CNPP also expressed concern over premature declarations regarding the 2027 elections, stating, “It is disheartening to note that some individuals are already announcing that there is no vacancy in Aso Rock in 2027. This kind of statement not only undermines the democratic principles that our nation holds dear but also distracts from the pressing need for the current administration to earn the trust of the electorate.”

The CNPP viewed the upcoming elections as a pivotal moment for Nigeria. “The 2027 general elections present a unique opportunity for Nigeria to reclaim its position as a leader in democratic governance in Africa,” it remarked. The body called on all stakeholders — including the executive, legislature, judiciary, the Independent National Electoral Commission (INEC), and civil society organisations — to collaborate in ensuring that elections are transparent, credible, and reflective of the will of the Nigerian people.

As the most populous African country prepares for the 2027 elections, the CNPP urged all Nigerians to remain vigilant and committed to democratic principles. “We must work together to ensure that our elections are free from violence, intimidation, and manipulation,” the statement stated, reaffirming the CNPP’s commitment to promoting a peaceful and credible electoral process.

In conclusion, the CNPP congratulated the President-Elect of Ghana and the Ghanaian people on their remarkable achievements.

“We look forward to learning from their experience and working together to strengthen democracy in our region,” the CNPP concluded.

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The Need to Promote Equality, Equity and Fairness in Nigeria’s Proposed Tax Reforms

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tax reform recommendations

By Kenechukwu Aguolu

The proposed tax reform, involving four tax bills introduced by the Federal Government, has received significant criticism. Notably, it was rejected by the Governors’ Forum but was still forwarded to the National Assembly. Unlike the various bold economic decisions made by this government, concessions will likely need to be made on these tax reforms, which involve legislative amendments and therefore cannot be imposed by the executive. This article highlights the purposes of taxation, the qualities of a good tax system, and some of the implications of the proposed tax reforms.

One of the major purposes of taxation is to generate revenue for the government to finance its activities. A good tax system should raise sufficient revenue for the government to fund its operations, and support economic and infrastructural development. For any country to achieve meaningful progress, its tax-to-GDP ratio should be at least 15%. Currently, Nigeria’s tax-to-GDP ratio is less than 11%. The proposed tax reforms aim to increase this ratio to 18% within the next three years.

A good tax system should also promote income redistribution and equality by implementing progressive tax policies. In line with this, the proposed tax reforms favour low-income earners. For example, individuals earning less than one million naira annually are exempted from personal income tax. Additionally, essential goods and services such as food, accommodation, and transportation, which constitute a significant portion of household consumption for low- and middle-income groups, are to be exempted from VAT.

In addition to equality, a good tax system should ensure equity and fairness, a key area of contention surrounding the proposed reforms. If implemented, the amendments to the Value Added Tax could lead to a significant reduction in the federal allocation for some states; impairing their ability to finance government operations and development projects. The VAT amendments should be holistically revisited to promote fairness and national unity.

The establishment of a single agency to collect government taxes, the Nigeria Revenue Service, could reduce loopholes that have previously resulted in revenue losses, provided proper controls are put in place. It is logically easier to monitor revenue collection by one agency than by multiple agencies. However, this is not a magical solution. With automation, revenue collection can be seamless whether it is managed by one agency or several, as long as monitoring and accountability measures are implemented effectively.

The proposed tax reforms by the Federal Government are well-intentioned. However, all concerns raised by Nigerians should be looked into, and concessions should be made where necessary. Policies are more effective when they are adapted to suit the unique characteristics of a nation, rather than adopted wholesale. A good tax system should aim to raise sufficient revenue, ensure equitable income distribution, and promote equality, equity, and fairness.

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