The Reds’ Champions League defence began with a loss against the Serie A team after late goals from Dries Mertens, via the penalty spot, and Fernando Llorente.
Jürgen Klopp’s men had opportunities of their own at Stadio San Paolo and Henderson rued the ‘final bit’ lacking for Liverpool to take something from the tie.
The captain said the players will identify the improvements required and look to bounce back quickly, with Chelsea next up in the Premier League.
“I felt we played some good stuff, it was just the final bit I felt we were missing today,” he told BT Sport after the final whistle.