The 4th Innovations in Freight Data Workshop was held September 19–21, 2023, at the Keck Center of the National Academies of Sciences, Engineering and Medicine in Washington, DC. TRB’s Transportation Research Circular E-C288: Innovations in Freight Data: 2023 Workshop presents the discussions and presentations from the workshop.