Space Exploration Technologies Corp., reacting quickly to Saturday's aborted mission to the international space station, intends to launch again early Tuesday after swapping out a faulty part.

The closely held company's swift reaction, according to industry and government officials, reflects a corporate culture determined to demonstrate confidence and rapid problem solving. But the anticipated two-week mission—aiming to have the first commercial spacecraft dock with the space station—promises to be...