Analyst Perspectives

As we celebrate the first half of what seems to be the year of generative artificial intelligence, with an apparently unlimited discussion of use cases and bogeymen, my attention is turning to the very mundane question of costs. Specifically, how costs incurred – through investment and operation – will be distributed along the value chain and how this will affect the demand for AI ‒ by whom and for what purpose. It’s a question that needs asking even though, at this stage in the market’s...

Organizations engage in collaborative supply chain planning in order to have more accurate, timely and actionable information, including forecasts and stock-on-hand. The objective is to achieve lower costs and reduce risk while ensuring order fulfillment to achieve optimal supplier and customer relationships. Unfortunately, our research shows that that few companies manage collaboration well in their sales and operations planning (S&OP) processes. Today, S&OP software has become more accessible...

In early 2019, I first wrote about the escalating strategic challenges facing organizations resulting from the decade-long dismantling of the liberal global trade environment and the shift to more restrictive regimes. Supply chain management was upended in 2020 as a series of extraordinary events, especially the pandemic-induced supply chain shocks, compounded the tactical challenges facing supply chain managers and increased awareness of the brittle nature of lowest-cost supply chain...