Luttrell enlisted as a trooper in 1939 on the outbreak of the Second World War and was subsequently commissioned into the 15th/19th The King's Royal Hussars. In 1942 he married Hermione Hamilton Gunston (1923–2009), granddaughter of the 2nd Marquess of Dufferin and Ava; the couple had no children.
Luttrell landed with his regiment in Normandy two days after the first Normandy Landings and served as second-in-command of his squadron and as regimental gunnery officer during the Normandy campaign. In September 1944, a troop of his squadron was pinned down by German fire in difficult country at the bridgehead over the Meuse-Escaut canal, suffering two tanks disabled by broken tracks and the troop leader a casualty. Captain Luttrell successfully repaired the tanks under fire, extricated the troop, and inflicted heavy losses on the enemy.
In April 1945, during the advance into Germany and the fighting around Ibbenbüren, Luttrell's squadron seized a pass above the Teutoburger Wald and fought along the ridge there for a day without support, against heavy opposition. The squadron inflicted heavy casualties, and Luttrell received the Military Cross for his "bold and accurate" use of his 95 mm guns. After the War, Luttrell went with the Hussars to Palestine before retiring from the British Army in 1946.
After four years of farming near Tiverton, Devon, Luttrell moved into the family home at East Quantoxhead. He was an enthusiastic and community-minded landlord who ran the estates at East Quantoxhead and at Dunster after his father's death in 1957. In 1952 he joined the North Somerset Yeomanry, and would later be honorary colonel of 6th Battalion, The Light Infantry (TAVR). He also served as liaison officer for the Ministry of Agriculture from 1965 to 1971.
The coat of arms of the head of the Luttrell family of Dunster Castle is blazonedOr, a bend between six martlets sable, and the crest a boar passant argent crined or.[2]