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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 dipo.olowookere@businesspost.ng

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Applications Open for 2025 Google AI-Focused Startups Accelerator in Africa

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2025 Google AI-Focused Startups Accelerator

By Modupe Gbadeyanka

Entries for the 2025 Google for Startups Accelerator Africa program have opened, with some benefits attached to selected participants, including a dedicated technical mentorship from Google and industry experts.

In addition, beneficiaries will receive $350,000 in Google Cloud credits, access to a global network of investors, partners, and collaborators, and workshops focused on technology, product strategy, people leadership, and AI implementation.

The accelerator is open to Seed to Series A startups based in Africa that are building AI-first solutions and entries can be submitted via https://startup.google.com/programs/accelerator/africa. Startups must have a live product, at least one founder of African descent, and a clear vision for responsible AI innovation.

The three-month initiative is designed to support early-stage startups using artificial intelligence to address Africa’s most pressing challenges.

Across the continent, startups are demonstrating how local innovation can solve deeply rooted problems. In West Africa, Crop2Cash – an agritech platform and alumni of the program – is using AI to digitally onboard smallholder farmers, build their financial identities, and provide them with access to credit, traceable payments, and productivity tools.

Through these efforts, Crop2Cash is improving agricultural outcomes and unlocking economic opportunity for farmers who have long been excluded from formal systems—illustrating the kind of impact that’s possible when African startups receive the support they need to scale.

AI’s potential to accelerate Africa’s development is real, and Google is investing in ensuring that African startups lead that charge. According to McKinsey, AI could add $1.3 trillion to Africa’s economy by 2030, but only if bold innovation is supported at the grassroots.

“Startups are Africa’s problem solvers. With the right resources, they can scale their impact far beyond local communities.

“This program reflects our belief that AI can be transformative when shaped by those who understand the context deeply,” the Head of Startup Ecosystem for Africa at Google, Mr Folarin Aiyegbusi, said.

Since 2018, the program has supported 140 startups from 17 African countries. These alumni have raised more than $300 million in funding and created over 3,000 jobs. Many are now regional and global leaders in their categories.

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Data Depletion, Nigerian Consumers and the FCCPC’s Silent Intervention

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Data Depletion

By Edwin Uhara

The various telecommunication companies in the country have come under intense pressure from the Nigerian consumers over rapid depletion of mobile data services despite the high cost of purchasing mobile data; with some accusing some of the regulatory agencies of not doing their jobs properly.

Apart from Nigerians, I have personally experienced such unsatisfactory service in recent times until I came across various online campaign materials against telecom service providers and some regulatory agencies like the Nigerian Communications Commission and the Federal Competition and Consumer Protection Commission who have all been accused of doing nothing while the unhealthy practices continued in the telecoms industry.

“According to report, telecom subscribers are sending emails and direct messages to the Nigerian Communications Commission and the Federal Competition and Consumer Protection Commission, demanding an investigation into what they describe as unexplained data consumption.”

In the midst of such accusation, operators insist that there is no mechanism for reducing customers’ data, arguing instead that rising consumption is due to users behaviour, particularly the shift from 3G and 4G to 5G and increased video streaming habit.

Such controversy comes on the  hills of the recent intervention by the Nigerian Senate urging the Federal Ministry of Communications, Innovation, and Digital Economy to engage operators on reviewing data and internet-related service costs.

While data consumption issues have remained a pressing concern in recent times, the situation became more pronounced since the implementation of new tariff by service providers.

“The report however added that many subscribers who shared screenshots of emails sent to regulators on social media remained unconvinced, arguing that the problem lies in the operators’ billing systems rather than their usage habits.”

“It added that data prices are too high these days. Every Nigerian should report the operators to NCC, FCCPC, and send them thousands of emails; otherwise, this price hike won’t stop,” one of the customers said.”

“Not only has data become more expensive, but it also seemed to deplete faster than before. This is unacceptable,” another user complained.”

Nigeria’s internet consumption crossed the one million terabyte mark for the first time in January 2025, highlighting the surging demand for internet services and Nigeria’s increasing dependence on digital connectivity.

To be very honest, I have followed the activities of the FCCPC for a very long time now, and I have also written extensively about the commission’s activities to place me in a better position to know what the agency is doing to stop exploitative practices in the country.

During the nationwide food crisis last year, the commission was in the forefront of the war against exploitative practices with many raids against some manufacturers who were caught in the shabby practice.

We also remember the open confrontation between the commission and a minister last year over some unhealthy practices involving a popular airline operator in the country.

And most recently, the commission is in court over some issues involving MultiChoice company, the parent company of DStv and Gotv over some of it’s billing systems.

Like the situation in the telecoms industry, the price hike by MultiChoice saw DStv Compact move from N15,700 to N19,000. Compact Plus from N25,000 to N30,000. Premium from N37,000 to N44,500, and GOtv Supa Plus from N15,700 to N16,800.

Following the new price regime, the FCCPC directed MultiChoice to suspend the increase pending regulatory review, but the company went ahead with the price adjustment, leading to the legal dispute now before Justice James Omotosho.

I can go on to name many of the battles against exploitative practices the FCCPC addressed last year, but will not do so because I don’t want this article to be viewed as a public relations material by my readers.

However, I managed to get across to a staff of the FCCPC who do not want his name in print over data depletion which Nigerians are complaining about but he told me that the commission is already addressing the concerns raised by Nigerians and promised that the outcome of such investigation would soon be made public.

Therefore, I appeal to Nigerians to exercise more patience as the issue is been addressed.

Comrade Edwin Uhara is A Public Affairs Commentator and writes from Abuja

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World Bank Backs Raxio With $100m for Data Centres in Africa

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Raxio

By Adedapo Adesanya

The World Bank, through its private investment arm, the International Finance Corporation (IFC), has injected $100 million investment in regional data centre developer and operator Raxio Group as it joins the rush into digital data in Africa.

Digital demand on the continent is surging, but infrastructure remains scarce as many still rely on Europe or South Africa for hosting.

Africa accounts for less than 1 per cent of the world’s data centre capacity even as mobile data usage grows by around 40 per cent annually.

Cloud computing and tech giants such as Amazon Web Services, Microsoft Azure, and Huawei are ramping up partnerships and presence on the continent.

Recall that Equinix launched its data centre in Lagos as part of efforts to boost digital economy on the continent.

The debt funding by IFC is its largest such investment to date in Africa – reflects rising interest from global institutions in the continent’s digital economy, where mobile money, AI-driven services and cloud-based platforms are rapidly expanding.

Hosting data locally reduces costs, improves speeds and gives governments more control over cybersecurity and regulation.

The IFC picked Raxio which is building a network of top standard data centres, including one in Ivory Coast with construction underway in Mozambique, Ethiopia and Democratic Republic of Congo. It launched its first facility in Uganda in 2021.

The expansion aligns with views that Africa is the next battleground for cloud services.

Speaking on this, Mr Sarvesh Suri, IFC regional industry director, infrastructure and natural resources in Africa, said improving digital connectivity and building the backbones of digital infrastructure are of key importance to support economic growth in Africa

“Data centres as such and overall digital connectivity is an important area of focus for the IFC,” he said.

Identify the challenges such as power supply, complex regulation and political instability can deter commercial players, Mr Suri noted that development finance institutions play a crucial role by de-risking early investments that can unlock long-term private capital.

“We bring in the right kind of instruments to help support investors to reduce the risk over all this, to make sure that these investments continue to be long-term, sustainable, and profitable, but also economically beneficial for the countries,” said Mr Suri.

“We see the interest, the support, the engagement, the collaboration we are getting from the governments where we operate, who really want this to happen,” added Mr Raxio Group CEO Robert Skjodt.

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