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Users benefit from this integration without the need to build their own infrastructure . We ' re seeing a tremendous amount of momentum on that and we ' re seeing a lot of customers starting to adapt to that .
We have tremendous partnerships , including with Nvidia which we announced recently , which includes the integration of GPUs with Snowpark Containers . This allows users to leverage GPU capabilities through our containers without the need for sourcing or managing the hardware themselves .
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ยป If you think about areas like AI and machine learning , a key challenge has been utilising unstructured data effectively , as seen in industries like insurance where there are vast amounts of data in formats like PDF documents . Our aim is to extract trends and correlations from these documents .
We developed Document AI to address this . It enables large language models to interpret unstructured data , allowing data scientists and machine learning experts to derive insights from these documents . For example , consider our process of onboarding 8,000 + customers , each with lengthy contracts . Most contract terms are standard , but some variations are unique to each customer . Analysing these differences , especially in terms of service level agreements ( SLAs ) and their impact , is challenging due to the sheer volume of data .
Document AI revolutionises this process by decoding information from PDF documents . Combined with conversational AI , it allows for quick , natural language queries about specific data points , like
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