The team investigate the disappearance and possible kidnapping of a Navy Lieutenant, who also happens to be a computer specialist. They discover that the Lieutenant was using her expert knowledge to profile potential husbands at a speed-dating event. The team then infiltrate the speed dating seminar that the kidnapping victim attended in hopes of finding out who kidnapped the Lt. and they soon discover that something much bigger is being planned...
Misha Collins who guest stars in this episode as Justin Ferris would later go on to star in Supernatural as the angel Castiel, a role that sees him working with Jensen Ackles who worked with NCIS regular Michael Weatherly on the TV show, Dark Angel.
Starting from this episode onwards, the show begins using a different style of font, replacing the original one that had been in use since the debut episode, Yankee White (episode).
The mastermind who abducted Commander Anne Sullivan and whose colleagues were performing a heist on the hotel that Thomas worked at. Attempted to kill Sullivan but was forced to surrender after Ziva threatened to shoot him.