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15min video of the thought piece written by Professor Boute and myself. If you find this video useful, give it a thumbs-up and subscribe to my channel. (I'm curious whether I should publish more videos like this...) Paper published in Management & Business Review and free downloadable: https://mbrjournal.com/wp-content/upl... https://papers.ssrn.com/sol3/papers.c... Time-stamps: 0:00: Overview & what is Digital Op 6:00: Framework (2 x 2 matrix) 7:00: Diagnostic 8:00: Level 1 automation = supervised 9:00: Autonomous automation 12:00: Level 3 smart = machine learning 13:00: Prescriptive machine learning in inventory management 14:20: Fleshed-out framework: our prescription & the "green zone" of automation & smart 15:20: end The integration of digital technologies is changing the way organizations operate and deliver value. Digitizing operations may replace manual work through increased automation, but it may also enable smarter execution of workflows thereby augmenting human work. Evaluating the level and reach of these three pillars--digitization, automation, and smart--across the organization’s value chain provides a diagnostic tool that can inspire future desired directions of digitization.