Supply chain OSApril 15, 20264 min read
Humans and machines: verification without losing speed
Autonomy does not mean abdication. Smart human-in-the-loop checkpoints increase precision and train the system.
High-stakes supply chain decisions still require judgment on context dashboards cannot fully encode: contractual nuances, customer commitments, and tacit knowledge held by category managers.
The OS model treats verification as a first-class step: analysts confirm facility- and part-level impact, refine severity, and approve or adjust proposed mitigations. Those choices become training signal instead of lost email history.
Speed and oversight compound when the platform is the system of record for both the network and the decision trail.