Scenario one: automation without redesign
A company adds tools to reduce routine work but leaves roles, approvals, and expectations unchanged. Employees receive more output to review, messages multiply, and hidden tasks grow. Efficiency appears in a demonstration but does not reach the operating result.
The lesson is to redesign the process as well as the task. Remove obsolete steps, clarify ownership, and give people time to learn. Automation needs an organizational plan.
- Likely signal: rising review burden
- Leadership response: redesign the workflow