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A flurry of firms have entered the AI race, and many are just looking for the best ways to utilize the torrent of new tools to enhance their workflows and increase efficiency to stay competitive. However, without a firm grip on the costs associated with AI, especially compute infrastructure, companies can easily blow their budget without the efficiency returns they hoped for.