In 1947, a long-retired Sherlock Holmes lives near the end of his life while struggling with dementia and an increasingly unreliable memory. Haunted by the mysterious woman connected to his final case, he tries to piece together the still-unsolved matter that drove him from detective work, with help from the young son of his housekeeper, an eager admirer who hopes to see Holmes work again.