Observation
Scale appears when hire, train, hand off, and close work can run without a small group of heroes. Systems that encode a stable path make exceptions visible instead of personal.
Why it happens
Teams buy suites to paper over ten-person process problems, or customize every edge case until no one can learn the tool. Complexity is mistaken for maturity.
Leadership implication
Stabilize the operating model first. Encode the standard path. Automate only after people can describe the process without a hero. Revisit as the business changes.