Why was the purpose of the Philadelphia Convention changed after Congress met?

Congress realized the Articles of Confederation were not working for the people of the United States, so they called for a Constitutional Convention to revise the Articles. They hoped that it would be possible to revise the Articles of Confederation to better unite the country through legal means. However, once the convention began, it became clear that the Articles were beyond repair, so the Constitution was created to replace them.