How to maximize ROI from AI

As AI adoption accelerates across industries, organizations are asking a more nuanced question than ever before: How do we maximize return on investment (ROI) from AI while keeping costs under control?
AI promises transformative business value, from productivity gains to new digital experiences, but it also introduces new cost dynamics. As organizations scale, they are embracing a more dynamic financial landscape shaped by compute-intensive workloads and evolving pricing models.
This new reality has elevated AI cost management and optimization to a board-level priority. As a result, leaders are focusing not only on deploying AI, but also on ensuring investments are sustainable, measurable, and aligned with long-term business outcomes.
This article explores how organizations can think holistically about ROI from AI, manage AI costs effectively, and turn AI adoption into lasting business value.
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