Levy and Weil will serve as co-CEOs of the new venture, which is branded Horizon Sports & Experiences, and includes Horizon's 11-year-old Scout Sports & Entertainment unit.
Levy who is also founder of sports consultancy Back Nine Ventures, previously had a 30-year career at Turner Broadcasting, rising to president of its sports division before leaving in 2019.
Weil is a 20-year veteran of Interpublic's Momentum Worldwide, which was founded in 1983 as the event marketing unit of McCann Worldwide.
Long-time Momentum exec Donnalyn Smith has been named to succeed Weil, who will remain in his chairman role through the end of the year, and has agreed to advise the agency as a consultant through full-year 2023.
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Smith currently services as president of North America at Momentum.
Horizon has a utilized a similar joint venture diversification strategy in recent years, partnering with high-profile industry executives. In 2019, it launched multicultural agency 305 with hip hop star Armando Christian Peréz, aka Pitbull, and previously partnered with Katie Couric to launch Katie Couric Media.