AI at work · Case analysis · 50 min
What goes in the tool, and who gets told
The two questions that get entry-level workers in trouble: what data was I allowed to paste, and did I say a tool was involved.
Target level: Proficient — Has functional knowledge of the skill and can apply it properly in specific on-the-job settings.
Why this design
Work a real situation from evidence to recommendation, and show the reasoning. Judgment content — root cause, tradeoffs, competing priorities, risk.
What this evidences
- data-privacy-judgment×1 at Proficient
- ai-ethics-disclosure×0.6 at Proficient
By the end, the learner can
- Passenger safety compliance tracking: uses AI-enabled cabin monitoring dashboards to prioritize which aisles or rows require immediate crew attention during pre-takeoff and pre-landing walks, while personally confirming every regulatory requirement.
- Regulation change monitoring: uses an AI summarization tool to track and distill updates to domestic and international mail regulations, reducing time spent reading dense policy documents and focusing attention on procedural changes that affect counter operations.
- Compliance reference lookup: queries an AI assistant for jurisdiction-specific traffic regulations, wheelchair-lift operating procedures, or safety requirements, cross-checking responses against posted rules before acting.
Session plan
- 15 minThe caseWhere this shows up: transportation routes and warehouses or terminals, working with supervisors, dispatchers, customers or passengers. Conditions to expect: safety-sensitive, time-bound, movement-oriented. Entry roles this maps to: Aircraft Cargo Handling Supervisors, Aircraft Service Attendants, Ambulance Drivers and Attendants, Except Emergency Medical Technicians.
- dictates structured transport notes into an AI transcription tool, then audits the output for clinical and factual accuracy before handing records to receiving hospital personnel.
- 15 minEvidence logWork the task on your own first. Support is available, but ask for it out loud so the group hears what got you stuck.
- Tools in play: Spreadsheet software, Office suite software, Electronic mail software.
- 10 minCompare readingsCompare answers before the debrief. Where the room split is the useful part — the split usually marks a real judgment call rather than a knowledge gap.
- Where did two people read the same situation differently, and what did each notice?
- Which answer would survive a supervisor asking "why did you do it that way?"
- 10 minWhat the record showedClose the loop: what changed between the first attempt and the last, and what would have to be true for data & privacy judgment to hold up on a bad day.
Assessment (17 items)
Loading your attempt…