LENS 04 / CONTEXT LENS
Labor and review have a place
Show who prepares, checks, explains, corrects, and carries the work around the model.
AI changes tasks, queues, and accountability. A responsible project record documents the human work that makes the output usable instead of treating it as invisible overhead.
FIELD QUESTIONS
What to ask
- Whose task changes and how?
- Who reviews routine and exceptional cases?
- What evidence and time does review require?
- Who handles correction, escalation, and explanation?
EVIDENCE SIGNALS
What good evidence looks like
- Review authority is named, not implied.
- Exceptions have a route and time budget.
- The project record credits maintenance and correction work.
FAILURE MODES
What can disappear
- Review becomes an unmeasured second job.
- A person is accountable without authority or evidence.
- Automation moves work to someone outside the project story.
FIELD EXERCISE
Run this next
- Map tasks before and after the change.
- Estimate review and exception work.
- Ask each role what became easier, harder, or newly invisible.