AI at work · AI-in-the-loop studio · 65 min
Tasking a tool on real sector work
AI tools are already in use across this sector's occupations. This session is about getting a usable first pass, not a magic one.
Target level: Proficient — Has functional knowledge of the skill and can apply it properly in specific on-the-job settings.
Why this design
Do a real sector task with an AI tool: task it, check it, decide what a person still owns. The AI work already happening in this sector's occupations.
What this evidences
- prompting-tasking×1 at Proficient
- tool-workflow-integration×0.6 at Proficient
By the end, the learner can
- Incident communication drafting: dictates malfunction details to an AI assistant that structures a supervisor notification, then edits the draft to ensure operational specifics such as conveyor section, duration, and material type are accurate.
- Hazardous-materials checklist generation: prompts an AI tool to produce handling and loading instructions for flagged items, then verifies the output against carrier regulations before loading the vehicle.
- Confer-and-relay acceleration: uses AI-generated call summaries and suggested follow-up actions after customer or supervisor conferences, cutting documentation time and ensuring no action item is missed.
Session plan
- 10 minWhat the tool is doing hereWhere 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.
- delegates initial shift-scheduling drafts to an AI tool, then adjusts assignments based on crew qualifications, union rules, and real-time flight changes to optimize ground-team deployment.
- 15 minA good pass and a bad passDemonstrate personnel scheduling support as a aircraft cargo handling supervisor would do it. The technique is yours to teach — this plan covers the judgment around it, so narrate the decision points out loud and name which parts were judgment and which were procedure.
- Do it once at working pace so the shape is visible.
- Do it again, stopping at each point where a different call was possible.
- Name the one mistake that costs the most here, and why it's tempting.
- 25 minYour turn, with the checksDo the task with the tool in front of you, on the sector's own material. Every output gets checked against something outside the tool before it moves.
- Tools in play: Spreadsheet software, Office suite software, Data base user interface and query software.
- 15 minWhat stayed humanClose the loop: what changed between the first attempt and the last, and what would have to be true for prompting & tasking to hold up on a bad day.
Assessment (15 items)
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