As artificial intelligence becomes increasingly important across telecoms infrastructure, a new report from PowerX Technology suggests that many tower operators may have a more fundamental problem to solve first: their data.
The AI optimisation specialist has published a new white paper revealing widespread telemetry data integrity issues across telecom tower networks, highlighting how inaccurate sensor readings and unreliable monitoring systems could be masking significant operational inefficiencies.
The report, Data Crisis in the Tower Industry: Why Operational AI and Data Integrity Now Define Competitive Advantage in Tower Networks, analysed nearly 20 million telemetry records collected from hundreds of live tower sites across Africa over a six-month period.
The findings paint a concerning picture.
According to PowerX, 80% of sites recorded telemetry readings above expected operating ranges, while 70% showed inconsistent or erratic fuel sensor behaviour. Over a third of sites with grid connections were still relying heavily on generators because power could not be drawn effectively from the grid.
Perhaps most strikingly, two in ten sites showed unexplained fuel losses averaging more than 140 litres per site every month.
Rather than pointing the finger at operational teams, PowerX argues that the issue lies with the quality of the data itself.
“This is not a competence problem, it’s a visibility problem,” Justin Head, co-founder and Executive Vice Chairman of PowerX told That's Technology.
“The data is broken, not the teams. Our job is to fix the data and give operators the clarity they've been missing.”
The company believes many operators are making critical decisions using incomplete or misleading information because telemetry systems have drifted, sensors are behaving unpredictably, and data pipelines were never designed to meet the demands of modern AI-driven operations.
The good news is operators do not need to wait for a full AI rollout to see improvements.
PowerX says that simply improving data quality can deliver immediate operational and financial benefits. Correcting telemetry errors can help identify fuel losses, detect misconfigured hybrid power systems, and uncover avoidable solar energy inefficiencies.
Looking ahead, the report warns that AI systems are only as good as the data feeding them. Poor-quality data can lead to poor-quality decisions, with errors amplified at scale.
For telecom tower operators investing in predictive maintenance, energy optimisation and automated monitoring, establishing trustworthy data foundations today could become a major competitive advantage tomorrow.
The full white paper is available from PowerX Technology here:- http://www.powerx.ai


.jpg)

.jpg)




