Heat the olive oil in a small saucepan over medium high heat. Add the oats and toast for a few minutes, shaking the pan. Pour in the water and bring to a rolling boil. Remove from the heat, cover and let stand overnight at room temperature. Add milk, fruit, nuts and seeds before serving