@gitfan86 - You would measure that the same way productivity is always measured - The company's overall economic output would be unchanged, and their labor inputs would have decreased, so the total factor productivity would have increased by virtue of automating the DEI group (just the same as when companies used 'mail-merge' to automate large groups of people doing that work manually, for instance).