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Enterprises embrace generative AI, but challenges remain


A study by Dataiku and Cognizant shows that enterprises are pouring hefty sums into generative AI initiatives, but they face major hurdles.

A new survey conducted by Dataiku and Cognizant, polling 200 senior analytics and IT leaders at enterprise companies globally, reveals that most organizations are spending hefty amounts to either explore generative AI use cases or have already implemented them in production. “As more LLM use cases and applications emerge across the enterprise, IT teams need a way to easily monitor both performance and cost to get the most out of their investments and identify problematic usage patterns before they have a huge impact on the bottom line,” the study reads in part. A previous survey by Dataiku shows that enterprises are exploring all kinds of applications, ranging from enhancing customer experience to improving internal operations such as software development and data analytics.

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