American Airlines doesn’t allow name changes on tickets, but minor corrections (e.g., typos) may be possible. Contact customer service immediately for assistance. A fee may apply, and legal documentation might be required.

https://www.devex.com/people/can-i-change-a-name-on-an-american-airlines-ticket-2091365