The Future of Supply Chains and the Balancing Act Between Technology and Technique
Kinaxis is a Business Reporter client.
What Stonehenge can tell us about the future of the supply chain
Stonehenge may be the world’s most famous prehistoric monument, but its stones are not the only aspect of this site that has endured. The mysteries involved in understanding this part of English history continue to fascinate, and despite what we still don’t know, when you view everything as a supply chain, certain aspects stand out and make for a colorful comparison.
Four elements of the Stonehenge supply chain still matter today and will in the future. The planning involved was momentous; the sourcing strategy was global; and innovative technology was used to make it. But it was humans who carried out the work and are the reason why Stonehenge was built. Because in the past, present and future, supply chains are human.
Stonehenge is the final “product,” but the amount of planning involved was massive. It had to be designed, materials had to be sourced and hundreds of people were managed to construct it; imagine the production planning and scheduling needed. Supply chain planning remains an extensive activity, because while technology shows promise to automate some planning, we are a long way from a fully autonomous supply chain.
Recent archaeological research[Dead link] has shed new light on sourcing for Stonehenge, and novel analysis techniques suggest that the smaller stones were sourced “abroad”—from 180 miles away, in Wales. Theories abound as to how the stones were moved over that distance before the invention of the wheel. All other European Neolithic sites used materials available within 10 miles, so how and why Stonehenge’s designers sourced from so far away remains a mystery, but clearly, they had good reasons. Reshoring is a hot topic these days, but today’s complex global supply chains also have good reasons to exist, such as rare raw materials, lower labor costs and specialized local expertise. As long as the benefits remain significant and the risks tolerable, global sourcing will continue.
Innovative technologies, in shaping the stones and engineering joints to erect them, were employed to build Stonehenge, using techniques not seen in any other location. Today, much innovation is being driven by artificial intelligence and machine learning (AI/ML), which can augment human intelligence to automate mundane tasks like managing thousands of lead times. Investment in these capabilities is a major driver behind digital transformation, and technology’s role in supply chains shows no signs of abating.
We don’t know why Stonehenge was built, but whatever the purpose, the “customer” concern was that it served that purpose effectively, and not how it was built. Similarly, the best measure of a supply chain is customers that are delighted with the product and companies that are profiting from it. And as much as things have changed (thank goodness for the wheel!), the need for good planning, the complexity of sourcing and the incorporation of new technologies are enduring elements. But perhaps the greatest continuity of all—although the one most in question today—is the role of humans.
Despite the popularity of the vision of a touchless supply chain, the human role in the supply chain will be as enduring as Stonehenge. Some scholars argue that Stonehenge was built as a solar calendar. While today’s weather forecasts have far greater precision, progress in AI/ML even allows us to incorporate data “signals” like weather into our demand forecasts to increase their accuracy. AI/ML can find these predictive patterns in huge amounts of data, but still lack context, collaboration and conscience. For these attributes, we need humans.
Context: Researchers are uncovering new information about Stonehenge, but there are still big gaps in our understanding, just as there are in today’s supply chains. Neither novel archaeological methods nor AI/ML can derive meaning from context, a capability unique to humans. A Neolithic human would easily be able to explain why Stonehenge was built, just as today’s supply chain planner can turn numbers into stories, illustrating the importance of domain expertise.
Collaboration: Building Stonehenge required hundreds of people, who had to collaborate across all their functional areas to plan, source and construct the monument. Even today, mathematics can yield insights into relationships between data elements but cannot build relationships between people. Human collaboration is likely to grow in importance, as the future will call for even more unique partnerships, including coopetition, in a broader supply chain ecosystem.
Conscience: Stonehenge was likely built for some type of ritual (theories exist for burial, worship or healing), serving the human need for purpose, meaning and ethics. This is a third area that AI/ML doesn’t understand, because humans separate right from wrong with conscience, which machines lack. When a supply chain goes on allocation, it is human judgement that must decide the fairest way to distribute the goods. While we humans can steer supply chains into trafficking in conflict minerals, exploiting human labor or despoiling the planet, it is also human conscience that sounds the clarion call for change.
Even as automation is on the increase for the machines that make the products we need, humans still operate machine automation. And AI/ML provides invaluable machine intelligence, but we still need human intelligence to operate the models while bringing context, collaboration and conscience to our supply chains. Because supply chains are human—built by us and for us, from prehistory into the future.
—Polly Mitchell-Guthrie, VP Industry Outreach & Thought Leadership, Kinaxis
This article originally appeared on Business Reporter. Image credit: iStock id821449938
