The calculated distance (air line) between Conversano and Bari is approximately 16 miles respectively 27 kilometers.
By car or train, the actual journey to Bari is certainly longer, as only the direct route (as the crow flies) between Conversano and Bari has been calculated here.
Air line (approximately)
27 kilometers
14 nautical miles