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AI-Based Test Automation Tools: Shaping the Future of Software Testing

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Test Automation Tools

In the dynamic landscape of software development, things are changing fast for the betterment of everyone. DevOps, Agile, Continuous Testing, TestOps, DevTestOps, all these practices are taking product quality to a new peak every day.

The emergence of AI-based test automation tools marks a pivotal shift towards more intelligent, efficient, and reliable testing processes. These tools are not mere enhancements to traditional testing methods; they are revolutionizing the way developers and testers approach software quality assurance.

By harnessing the power of artificial intelligence, these tools are addressing some of the most pressing challenges in software testing, offering innovative solutions that were once thought impossible.

Adaptive Test Maintenance

Maintaining test scripts and cases is a constant challenge in traditional test automation, often requiring significant manual effort as applications evolve. AI-based test automation tools shine in this area by offering adaptive test maintenance. These tools can automatically update and modify test scripts as changes occur in the application, significantly reducing the manual workload and ensuring that tests remain relevant and effective. This adaptability not only saves time but also increases the overall robustness of the testing process.

Integration with DevOps and Agile Methodologies

Integrating AI-based test automation tools with DevOps and Agile methodologies creates a more seamless and dynamic software development lifecycle. These tools can swiftly adapt to changes and updates, providing immediate feedback to developers. This integration ensures that testing is not a bottleneck but a facilitator of rapid development cycles, aligning perfectly with the goals of Agile and DevOps practices.

This unity not only speeds up the release cycle but also ensures that the quality is maintained, even with frequent and incremental changes.

Enhancing User Experience Through AI

Beyond just identifying bugs and technical issues, AI-based test automation tools are increasingly focusing on enhancing user experience. By analyzing user behavior patterns and feedback, AI algorithms can simulate real-world user interactions to test different aspects of the application, such as usability, accessibility, and responsiveness. This approach ensures that the software is not only technically sound but also aligns with user expectations and preferences.

Bridging the Skill Gap

The complexity and sophistication of AI-based test automation tools necessitate a new set of skills in the software testing community. There is a growing demand for professionals who understand both the nuances of software testing and the intricacies of AI and machine learning.

To bridge this skill gap, organizations and educational institutions are offering specialized training and courses. These initiatives are crucial in preparing the current and future workforce to effectively utilize AI in software testing, ensuring that the industry can fully leverage the benefits of these advanced tools.

Conclusion

AI-based test automation tools are not just reshaping the present landscape of software testing; they are paving the way for a future where testing is more intelligent, efficient, and aligned with user needs. As these tools continue to evolve and integrate with methodologies like DevOps and Agile, they offer a promising outlook for the software development industry.

The journey towards more advanced AI-driven testing is an exciting one, filled with opportunities for growth, improvement, and the delivery of software that not only meets but exceeds expectations.

Dipo Olowookere is a journalist based in Nigeria that has passion for reporting business news stories. At his leisure time, he watches football and supports 3SC of Ibadan. Mr Olowookere can be reached via [email protected]

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Nigeria to Launch NIGCOMSAT Satellites in 2028, 2029

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NIGCOMSAT Satellites

By Adedapo Adesanya

Nigeria has set 2028 and 2029 as the timeline for the deployment of its new satellites, NIGCOMSAT-2A and 2B, respectively.

The Managing Director of NIGCOMSAT, which is Nigerian Communications Satellite Limited and the premier satellite operator in Nigeria, Mrs Jane Nkechi Egerton-Idehen, disclosed this at the second Nigerian Satellite Week in Abuja on Monday. She noted that the development is expected to boost military intelligence, surveillance, and regional connectivity.

“For 2A and 2B, we have started the process. We have closed the tender and are now back into the financing and implementation stage. 2A is built to come up in 2028, and 2B for 2029.

“When they are up and running, they are expected to provide security within the borders and neighbouring countries. They will support the security agencies because data collection and intelligence in real time is important. Satellites like communication satellites allow that, irrespective of where they are,” she said.

In his remarks, the Minister of Communications and Digital Economy, Mr Bosun Tijani, said the satellites form part of the nation’s strategy to strengthen digital infrastructure.

Mr Tijani explained that the satellites will complement ongoing investments in 90,000 kilometres of fibre-optic cable and nearly 4,000 telecom towers, which are being rolled out nationwide and extended to neighbouring countries, including Cameroon, Niger, Chad, Burkina Faso, and the Republic of Benin.

He stressed that satellite technology is critical for national development, affecting education, agriculture, business, and emergency response.

“The president’s approval of NIGCOMSAT-2A and 2B demonstrates a clear commitment to building the future. These satellites will enhance security, connect remote communities, and extend our fibre-optic network into neighbouring countries,” he said.

“Some of these neighbouring countries pay up to ten times more for internet capacity than Lagos. Extending our fibre network will not only improve connectivity but also enhance border security and regional collaboration.

“Satellite technology affects everything, from how a child in a rural community accesses the internet to how farmers make critical decisions and how businesses operate across distance,” the Minister said.

Also speaking, the Chief of Army Staff (COAS), Lieutenant General Waidi Shaibu, welcomed the development, saying the military will leverage the satellites for operational efficiency.

“The Nigerian Army will continue to use space assets to improve intelligence gathering, surveillance, and operational coordination across all theatres of operation,” he said at the event, represented by Major General Kennedy Osemwegie, Commander of the Nigerian Army Cyber Warfare Command (NACWC).

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Interswitch, KCB Group to Deliver Innovative Financial Solutions in East Africa

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Interswitch KCB group

By Modupe Gbadeyanka

A partnership to advance digital payments and financial inclusion across East Africa has been strengthened between Interswitch and KCB Group.

Both parties have agreed to expand digital payment infrastructure and deliver innovative financial solutions that meet the evolving needs of individuals, businesses, and institutions across the region.

The aim is to accelerate seamless, secure, and inclusive digital payments in East Africa, where the leading Africa-focused integrated payments and digital commerce enabler, Interswitch, recently announced an expansion of Verve card acceptance footprint, leveraging its consolidated partnership with KCB Group, Kenya’s largest financial services group by assets, following a similar move in Uganda through the local KCB Franchise in February 2022.

During a recent executive engagement at KCB Group headquarters in Nairobi, the chief executive of Interswitch, Mr Mitchell Elegbe, held high-level discussions with KCB leadership, including its chief executive, Paul Russo.

At the core of the strengthened collaboration is the integration of Interswitch’s robust payment rails, card scheme, and emerging digital token solutions with KCB Group’s expansive regional footprint and trusted banking franchise.

This integration enables the acceptance of Verve cards and tokenised payment solutions across KCB’s extensive merchant point-of-sale network in Kenya and Uganda, significantly enhancing everyday usability for customers while strengthening KCB’s digitally driven retail payments offering.

The consolidated partnership is expected to drive increased merchant acquisition, improve interoperability across payment ecosystems, and expand access to secure, cashless transactions. It also reinforces both organisations’ shared objective of deepening financial inclusion and accelerating digital commerce across East Africa.

“Our collaboration with KCB Group represents a powerful alignment of vision and capability. By combining our technology-driven payment solutions with KCB’s strong regional presence, we are unlocking new opportunities to scale access, drive innovation, and deliver greater value to customers across East Africa,” Mr Elegbe stated.

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Telcos to Compensate Customers for Service Disruptions—NCC

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NCC

By Adedapo Adesanya

The Nigerian Communications Commission (NCC) has directed Mobile Network Operators (MNOs) to provide compensation to subscribers whose network quality of service experience is below specified targets within specific locations.

In a Sunday statement, the commission noted that its position is that customers should not be made to bear the full burden of service disruptions where operators fail to meet prescribed standards of service delivery.

Under this directive, NCC said erring operators would compensate affected users directly for breaches of Quality of Service (QoS) Key Performance Indicators (KPIs).

Mobile Network Operators (MNOs) will be required to pay these compensations for instances of poor quality of service recorded within specified time frames.

“The compensation will be provided in the form of airtime credits, calculated based on subscribers’ average spending patterns and their presence within Local Government Areas where service failures occur”, according to the statement.

The directive is rooted in the agency’s broader regulatory philosophy that places the consumer at the centre of Nigeria’s telecommunications ecosystem.

“Telecommunications services today underpin economic activity, social interaction, and access to digital opportunities. When service quality is poor, the consequences affect productivity, commercial activities, and even public confidence in our communications system.

“While regulatory fines have traditionally served as a deterrent against poor service delivery, the Commission is adopting a more consumer-focused approach that strengthens accountability within the industry”.

The commission explained that it has designed this measure to complement existing and ongoing efforts to strengthen service quality monitoring and enforce performance standards.

Further to this directive by the commission to MNOs on compensation to consumers, the regulator has mandated Tower Companies that own the critical infrastructure, such as masts, for Quality of Service delivery, to invest in infrastructure with measurable outcomes using sums that it has fined these companies, in addition to other financial fines the Commission will deem appropriate.

“The commission will continue to reinforce the obligation of operators to invest consistently in network resilience, capacity expansion, and infrastructure upgrades to meet the growing demand for telecommunications services.

“At the same time, it will deploy regulatory tools that promote fairness, transparency, and accountability across the sector, ensuring that every subscriber receives the quality of service they deserve while sustaining a telecommunications industry capable of powering Nigeria’s digital future”, the statement added.

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