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She recognized a competitive advantage and started Data Facts in 1989 at the age of 27. Daphne was inducted into the Society of Entrepreneurs in 2014 and is a frequent contributor to Entrepreneurial and Leadership programming. She has been named CEO of the Year by the Memphis Business Journal, Super Woman in Business, Top Women Owned Business many times and Data Facts has been named a Top Work Place many years.

Daphne currently serves the Memphis community in many capacities. She serves on the University of Memphis Foundation Board, she is the immediate past Chair of the Chairmen's Circle, the highest level of investors of the Greater Memphis Chambers, serves on the Board of Directors for the Greater Memphis Chamber, is a past Board Chair of New Memphis and currently remains on the Board. She served on the Board of the Society of Entrepreneurs through 2020, served on the University of Memphis LEAD Board, served as the Treasurer of the Board of Directors for Make A Wish Mid-South and served 7 years on the Board of Trustees for St. George's Independent School as Vice Chair and Secretary as well as other civic endeavors. Daphne also served as the Board Chair of the National Consumer Reporting Association.