On occasional aircraft, Internet access will be broken, just like anything else.

if you paid for it, contact AA and get repaid. And possibly some compensation in the way of miles — which the FA can grant on the spot using iSolve on his / her tablet, though they’re actually discouraged from doing so. Link.