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Home Technology

Where did my data go? Telcos develop tool to provide answers

by Joy Agwunobi
June 1, 2026
in Technology
Nigeria’s data consumption to triple by 2029 as Wi-Fi dominance widens

For years, one of the most persistent frustrations among Nigeria’s telecom subscribers has been the feeling that their mobile data disappears too quickly. From social media conversations to customer service complaints, many users have accused network providers of unfairly deducting or “stealing” data, fueling a trust deficit between operators and millions of consumers.

Now, in what could mark a significant shift in the industry’s approach to customer engagement, Mobile Network Operators (MNOs) are exploring new transparency tools designed to help subscribers understand exactly how their data is consumed.

Industry sources disclosed that telecom operators are considering the introduction of a “data calculator,” a digital tool that would provide users with detailed insights into their daily data usage patterns. The initiative is aimed at addressing longstanding concerns over data depletion while improving transparency and rebuilding customer confidence.

The development comes amid growing scrutiny of data consumption practices and increasing demand from subscribers for clearer explanations regarding how mobile data is utilised.

According to a senior official at one of the country’s telecom operators, the issue has evolved beyond a technical concern and is now increasingly viewed as a matter of customer trust.

The official, who requested anonymity because he was not authorised to speak publicly on the matter, said many subscribers automatically assume their service providers are responsible whenever their data bundle finishes earlier than expected.

“An average subscriber believes their service provider steals their data once their data is exhausted before time or depletes faster than they expected, which is not true,” the source explained.

According to him, operators have spent years educating consumers about the various factors that influence data consumption, including smartphone settings, application behavior, software updates, and background activities that often occur without users’ awareness.

However, the industry is now looking beyond awareness campaigns and moving toward practical tools that can provide greater visibility into how data is being spent.

“Over the years, we have tried to enlighten subscribers on factors that could lead to their data being depleted fast, including smartphone functionality and other technical issues. Now, we are looking at tools that could show subscribers not just what they have used, but also how they have used it in order to further promote transparency,” the source said.

The proposed data calculator would complement existing measures already introduced by operators following regulatory directives from the Nigerian Communications Commission (NCC).

As part of efforts to improve transparency, telecom operators now provide subscribers with daily reports detailing the amount of data consumed on the previous day. The measure was introduced after the regulator pushed for greater openness in customer billing and data usage reporting.

Industry stakeholders believe that while daily usage notifications have improved visibility, many subscribers still struggle to understand which applications or device functions are responsible for the bulk of their data consumption.

The push for greater transparency follows years of public concern over alleged data depletion, a matter that prompted regulatory intervention and independent investigations.

In December 2024, the NCC sought to address the controversy by announcing the outcome of a comprehensive audit conducted across major mobile networks in the country.

Speaking on the findings, Aminu Maida, executive vice chairman of the Nigerian Communications Commission, disclosed that the regulator engaged reputable auditors to examine the billing systems of major telecom operators.

According to Maida, the audit was driven by the widespread perception that data was being unfairly deducted from subscribers’ accounts.

“We had a hypothesis that it isn’t true that there is a data depletion issue in the industry. It could be perception,” he said.

The audit, which was completed during the third quarter of 2024, found no significant evidence of systemic data depletion across the networks.

“So the first thing we did was immediately conduct a billing audit on the systems of the major MNOs using reputable auditors. That exercise was completed in Q3 of 2024 and surprisingly, we didn’t find any major issues,” Maida stated.

While the NCC acknowledged the existence of minor network and billing concerns, the regulator maintained that the widespread belief that operators were deliberately depleting subscribers’ data was not supported by the audit findings.

Nevertheless, subscriber complaints have continued, suggesting that the challenge may be rooted as much in consumer understanding as in network operations.

To bridge this knowledge gap, the NCC’s Consumer Affairs Bureau has repeatedly issued public advisories explaining why data bundles may appear to deplete faster than expected.

According to the Commission, one of the major contributors to rapid data consumption is the increasing number of applications that continue running in the background even when users are not actively engaging with them.

The regulator noted that social media applications, cloud services, streaming platforms, location-based services, and automatic synchronization features can silently consume significant volumes of data throughout the day.

Automatic software and application updates also remain a major source of unexpected data usage. Modern smartphones routinely download updates for operating systems, applications, and security features, often without users realizing the amount of data being consumed.

Location services represent another hidden drain on data resources. Applications that continuously access GPS and location information often exchange data with remote servers, resulting in additional usage.

To help subscribers manage their consumption more effectively, the NCC has advised mobile users to regularly monitor their data usage, disable unnecessary background activities, switch off automatic updates where appropriate, and limit location services to essential applications.

The regulator has also encouraged the use of ad-blocking tools to reduce data consumption from unsolicited advertisements and recommended connecting to Wi-Fi networks whenever possible.

As smartphone usage becomes more sophisticated and data-intensive services continue to expand, industry experts say subscriber concerns over data depletion are unlikely to disappear completely. However, the planned introduction of transparency tools such as data calculators could help bridge the information gap between telecom operators and consumers.

For an industry where trust is increasingly becoming as important as network quality, giving subscribers a clearer picture of how every megabyte is spent may prove to be one of the most effective ways to address one of telecom’s most enduring complaints.

Joy Agwunobi
Joy Agwunobi
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