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Weve also seen the emergence of agentic AI, multi-modal AI, reasoning AI, and open-source AI projects that rival those of the biggest commercial vendors. Looking ahead to 2025, I expect small language models , specifically custom models, to become a more common solution for many businesses, says Andrew Rabinovich, head of AI and ML at Upwork.
Leading CIOs began to see the shift from project- to product-based IT as a blueprint for success , and productmanagement emerged as a key IT capability, with its customer-centric focus and practices that connect market needs with delivery roadmaps.
In 2025 the scope of FinOps has expanded well beyond CSPs already. After managing that volume of data for the cloud, its easy to add other types of spend. This requires us to also educate productmanagers on an ongoing basis to keep costs top of mind, he says. For larger enterprises, its a whole different ballgame.
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