According to Bain, “The semantic layer is becoming the bottleneck for agentic AI — without a shared representation of business objects, even the most advanced models cannot autonomously act.”
For supply chain leaders, this means your AI is stuck in observer mode. It can flag a problem, but it can't fix it. It can't orchestrate across nodes because it doesn't fundamentally understand what needs orchestrating.
In his latest for
Logistics Viewpoints, FourKites Founder and CEO Matt Elenjickal argues that this is exactly why so many automation projects fail to launch.