I'd rate Henry Maudslay's invention of the three plate technique for producing extremely flat surfaces (popularized by Joseph Whitworth) as the most important step toward modern mass production. All precision machining ultimately depends on accurate surface plates, so without them interchangeable parts are impossible.

See the excellent book "Foundations of Mechanical Accuracy" by Wayne Moore of the Moore Tool Company for details.