AI and Telecom's $3.5 Trillion Usage Gap: What It Means for ISPs

GSMA's latest mobile connectivity research puts a hard number on something ISPs in emerging markets have known for years: coverage and usage are not the same thing. According to GSMA, 96% of the world's population now lives within reach of mobile internet, yet 3.1 billion people who could get online still don't. GSMA estimates that closing this "usage gap" could add $3.5 trillion to global GDP by 2030 -- and the vast majority of the people it describes live in low- and middle-income countries, exactly the markets many regional ISPs operate in.

Coverage was the easy problem

For most of the last decade, the industry narrative was about reach: laying more fibre, putting up more towers, launching more satellites. That problem is largely solved. Towers and cable now pass the overwhelming majority of the global population. What's left isn't a coverage problem, it's an affordability, relevance, and complexity problem -- people who live under a signal but don't have a device, a data plan, or a reason that justifies the cost of getting online.

As Shioupyn Shen, founder and CEO of connectivity software company CloudMosa, put it in a recent industry piece on the subject, "the usage gap is now far larger than the coverage gap." That reframing matters, because it changes where operators are pointing their investment -- and increasingly, that's toward AI rather than more infrastructure.

Why AI, and not another tower

A CloudMosa-commissioned survey of telecom operators, the B-Gap Barometer, found that 62% of telcos say they've already completed their core network upgrades. Pouring more capital into new physical infrastructure has diminishing returns when the bottleneck has shifted to the user side. What operators are investing in instead is AI-driven optimization of the capacity they already have: real-time traffic shaping, predictive load balancing, and cloud-based compute that pushes translation, content rendering, and other "smart" features off the handset and onto the network, so a $20 device can do what used to require a $150 smartphone.

The same survey found 97% of telcos now treat digital inclusion as a core part of their business strategy rather than a side initiative -- a shift from counting subscribers to measuring whether people who are covered are actually, profitably, using the service.

The part that matters most for smaller ISPs: billing has to keep up

Turning "covered but not using it" into a paying customer is fundamentally a billing and access-control problem, not just a network one. If the only product on offer is a fixed monthly subscription with a hardware deposit, a large share of the usage gap population will never sign up -- the barrier isn't the signal, it's the commitment. Operators serving these markets are having more success with small, flexible, pay-as-you-go access: hourly or daily hotspot vouchers, low-denomination top-ups through mobile money, and instant reconnection the moment a payment clears.

That's the exact mechanic XpressRADIUS is built around. Real-time RADIUS control means a client's access can be granted, throttled, or cut off the second a payment status changes -- no manual router logins, no delay between an M-Pesa or Kopo Kopo payment and the connection actually working. Multi-currency support and hotspot voucher billing sit alongside PPPoE subscriptions in the same system, so an ISP chasing usage-gap customers with a KES 20 daily pass doesn't need a second platform to run it. As AI-driven network optimization makes it cheaper to serve those customers on the infrastructure side, the billing system needs to be just as capable of handling small, frequent, automated transactions on the revenue side.

What to watch next

None of this is unique to large carriers. The usage gap is disproportionately rural, low-income, and concentrated in exactly the neighborhoods and towns that regional and community ISPs already serve better than national incumbents. As AI tooling for network optimization and cloud-based device support becomes more accessible to smaller operators, the ISPs that pair it with billing flexible enough to capture pay-as-you-go demand will be the ones actually converting that $3.5 trillion opportunity into subscribers, not just theoretical coverage.

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