For years, network growth was relatively predictable. More streaming.More video conferencing.More cloud applications.More connected devices. The industry optimized around human behavior. People clicked, streamed, downloaded, paused, and logged off. Traffic patterns followed routines that network...
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Ali Naqvi
Ali Naqvi is a Product Marketing Manager at LogiSense, where he focuses on monetization strategy, usage-based business models, and the evolving economics of SaaS, telecom, and AI-driven services. With over a decade of experience in B2B marketing and demand generation, Ali writes about the intersection of pricing innovation, quote-to-cash transformation, and monetization infrastructure. His work explores how organizations can adapt their commercial operations to support hybrid pricing models, AI consumption, and the growing complexity of modern digital services.
Telecom operators are entering an environment where networks are no longer managed primarily through static policies and manual operational oversight. AI-native networks change that model completely. As communication service providers push toward more automated and adaptive infrastructure...
Telecom cloud strategies are starting to look very different from what they did even a few years ago. The early telco cloud conversation focused heavily on virtualization, cost efficiency, and network modernization. AI changes the discussion entirely. Operators are now building infrastructure...
Usage-based pricing has become mainstream. Across SaaS, telecommunications, IoT, cloud services, and AI, organizations are embracing consumption-based pricing because customers increasingly expect to pay for the value they receive. Most conversations focus on the commercial model. Should you charge...
Every software company claims to innovate. The difference is what happens after someone says, "There has to be a better way." Too often, good ideas disappear into a backlog, are buried beneath competing priorities, or never make it beyond a conversation in the hallway. At LogiSense, we wanted a...
Every new technology wave creates its own buzzwords. Cloud computing gave us "cloud sprawl." Cryptocurrency introduced "HODL." Today, artificial intelligence has produced a new term: tokenmaxxing. The term describes the practice of maximizing AI token consumption, whether to demonstrate AI...
Artificial intelligence is changing software faster than any technology we've seen in decades. While much of the conversation focuses on AI capabilities, an equally important challenge is emerging: how should companies monetize AI? Should AI features be included in existing subscriptions? Should...
Artificial intelligence has quickly become embedded in modern business. From software applications and communications platforms to connected devices and enterprise workflows, AI is no longer a standalone capability. It is becoming another component of the products organizations deliver every day. ...
Telecom operators see what is happening in AI infrastructure right now, and many do not want to be reduced to bandwidth providers while hyperscalers capture the majority of the value. That is why operators across Europe and Asia-Pacific are investing in AI-ready data centers, edge compute...
Artificial intelligence is forcing software companies to rethink nearly every aspect of their business. Product development cycles are accelerating, cost structures are changing, and traditional SaaS pricing models are being challenged. One company at the center of this transformation is Fin, the...