Artificial intelligence is beginning to place new pressures on enterprise infrastructure, but not in the way many expected. Much of the AI conversation still revolves around massive foundation models, billion-dollar GPU investments, and speculative “moonshot” projects. Meanwhile, a quieter...
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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.
The pace of innovation in AI and agent driven capabilities has created an entirely new operating reality for software companies. Features are shipped faster than organizations can operationalize them, customer expectations evolve overnight, and the pressure to monetize emerging capabilities grows...
Artificial intelligence is rapidly changing how software is built, delivered, consumed, and monetized. But while much of the industry conversation has focused on AI capabilities, copilots, and productivity gains, a far less discussed issue is beginning to emerge behind the scenes: AI is...
Agentic AI is being positioned as the next major efficiency lever for telecom operators. Autonomous agents that can troubleshoot network issues, optimize routing, resolve billing disputes, upsell intelligently, or even orchestrate service provisioning promise a step change in operational...
The acceleration of AI has rewritten many of the assumptions that once guided SaaS growth. Product categories are shifting, cost structures are no longer predictable, and customer expectations have risen sharply. In this environment, founders and GTM leaders must navigate a landscape where...
For decades, telecom monetization was a solved problem.Build infrastructure. Sell access. Optimize scale. That model no longer holds. Today’s communications providers are delivering far more value than connectivity alone. AI-driven automation, real-time analytics, usage-based services, and...
The modern Contact Center is undergoing one of the most significant transformations in its history. Artificial intelligence is no longer a future concept for CCaaSproviders. It is actively reshaping how customer interactions are handled, how agents work, and how value is delivered at scale. ...
Enterprises across the technology landscape are rethinking monetization as AI, automation, and new consumption patterns reshape customer expectations. Salesforce offered one of the most practical and transparent perspectives at the Usage Economy Summit 2025, openly sharing what worked, what failed,...
Artificial intelligence is not simply adding new features to digital services. It is changing who consumes services, how those services are accessed, and when value is created. In AI-driven environments, consumption is increasingly initiated by non-human actors such as AI agents, automated...
Artificial intelligence is unlocking one of the greatest value shifts in modern software history, yet many companies are losing pricing power before they ever reach production. At the Usage Economy Summit 2025, Marcos Rivera, CEO of Pricing I/O, delivered a practical and candid session on how to...