Three ways GenAI could transform supply chain managementÂ
GenAI is becoming a more common feature of the supply chain function, but significant areas of opportunity remain, suggests IMD’s Carlos Cordon. ...
by Ralf W. Seifert, Katrin Siebenbürger Hacki Published 2 November 2022 in Supply chain • 6 min read
Before 2020, digitalization in the supply chain rapidly gained in importance, while traditional topics, such as integrating supply chain and business strategy, supply chain segmentation and systematically applying sales operations and planning (SO&P) processes were still on top of the agenda in most organizations.Â
By 2022, after a few tumultuous years for global economies and supply chains, many new topics such as supply chain resilience, cybersecurity, and maintaining the talent pool in the supply chain organization have emerged as additional top priority topics for supply chain executives. Maybe the access to key talent shouldn’t come as a surprise, because the supply chain agenda just keeps growing. In addition, for most supply chain topics, the survey respondents continue to report massive gaps between their relative importance and the implementation progress achieved. In short, supply chain executives are busier than ever before and are being asked to keep ever more balls in the air, while dealing with topics where making tangible change is slow.
Around 350 experts from leading international companies, across a range of industries, participated in the latest edition of IMD’s Global Supply Chain Survey. Comparing their 2022 ratings to survey responses from 2019 and 2016, it is clear that very few topics have significantly fallen in importance. The decrease in relative importance of blockchain for supply chains was the most pronounced over the past years. The weight of AI, as well as of last-mile delivery and micro-fulfilment solutions, also decreased, but they remained more important overall compared to other topics. Meanwhile, maintaining the talent pool in the supply chain organization, compliance and governance, as well as supply chain sustainability, have steadily risen in importance – the goalposts seem to be moving. Indeed, globalization of supply chain footprints is the only topic where progress achieved now beats its relative importance. Â
According to survey respondents, the track record of progress is mixed: over the past six years, really important implementation gaps remain in basic competences such as integration of supply chain with business strategy and applying a S&OP throughout the entire supply chain. While progress has been made on digitalization, big data and real-time data use, and AI, the gap between importance and degree of implementation remains high.Â
Supply chain resilience and cybersecurity were only added as questions in 2022 but clearly are on top of the global supply chain leaders’ agenda, taking the number two and three spot respectively. Â
When it comes to the implementation of key supply chain topics in 2022, respondents admit that they still have work to do. For over half of the priorities in our survey, the gap between importance and implementation does not close significantly between 2019 and 2022. The top items for which respondents observe the biggest gaps between importance of a topic and the degree to which the topic has been addressed in their organization fall into three key areas:Â
According to our data, significant progress in implementation has been made in the use of AI and IoT for supply chain management and in digitalization of cooperation with channel partners and suppliers, while the importance of these topics has decreased or stayed the same over time. This points to innovative technologies becoming more mainstream. Â
Certain topics at the forefront of digitalization and innovation do not yet seem to have reached critical implementation mass in global supply chains – most notably digital twins and control supply towers, as well as autonomous vehicles. We will make sure their importance is tracked over the next few years when technologies and implementation are likely to mature. Furthermore, we are taking a closer look at the gaps between top and bottom quartile companies in all of those areas. Â
As a supply chain executive, you might want to ask this question: what importance do you assign to the 24 supply chain trends relative to others and how well have those been addressed to date in your organization?Â
Professor of Operations Management at IMD
Ralf W Seifert is Professor of Operations Management at IMD and co-author of The Digital Supply Chain Challenge: Breaking Through. He directs IMD’s Leading the Future Supply Chain (LFSC) program, which addresses both traditional supply chain strategy and implementation issues as well as digitalization trends and the impact of new technologies.
Independent Research Associate
Katrin supports IMD as an independent Research Associate. Prior to founding her own consultancy, she worked in the EMEA organization of Medtronic, Intuitive Surgical and Honeywell focused on sales force excellence, analytics, and commercial execution.​
​She holds an MBA from IMD in Switzerland.​
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