Deep Hospitality helps hotel owners and operators put AI and data to work where it matters: commercial performance, guest experience and the quality of everyday decisions. Founded by Caroline Hardman and Nitin Thariyan, who bring twenty-five years each across Marriott, Starwood, Jumeirah and Minor, the firm runs the Deep Learning Academy, hands-on AI workshops that have trained leaders from over a dozen international hotel brands this year. Every hotel has one process quietly consuming hundreds of management hours: find yours in three minutes at friction-finder.deep-hospitality.com. www.deep-hospitality.com

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