AI exposure: Flight Attendants
Monitor safety of the aircraft cabin. Provide services to airline passengers, explain safety information, serve food and beverages, and respond to emergency incidents.
Reading this score
computedAt 31.7% of weighted task load, Flight Attendants sits at the 55th percentile, below the point where a job's centre of gravity has moved. 55.7% of what this role does is untouched, meaning current systems cannot produce that work at all, whatever the commercial incentive.
What holds the line here is embodiment. Across this occupation's 25 tasks it averages 1.91 out of 3, the highest of the five friction dimensions. In plain terms, the work has to happen in physical space. A language model cannot move matter. Until the robotics to do this work is both good enough and cheap enough to deploy widely, capability in software does not reach it.
The most exposed thing this job does is Announce and demonstrate safety and emergency procedures, at 80.0%. The least is Assist passengers in placing carry-on luggage in overhead, garment, or under-seat storage, at 0.0%. A gap of 80.0% between two parts of the same job is the reason this index publishes at task level. An occupation-wide number would have hidden both.
Within transportation and material moving occupations, this one is more exposed than most. The median across the 52 roles in the group is 24.2%, and only 13 of them score higher than this. Occupational families are not uniform, and the spread inside them is often wider than the gap between them.
What would move this score. Of 25 tasks, 13 are currently banded exposed, 1 assisted and 11 untouched. For that distribution to shift materially would take robotics cheap and reliable enough to deploy at scale, not a better language model. The score is re-computed every quarter against a fresh capability reference, and the change is published rather than quietly applied.
Where the score comes from
judgedEvery task is scored through the standardised work activities it maps to. These are this occupation’s averages on the six rubric dimensions. Capability is what AI can do; the other five are what stands in the way.
| Dimension | Mean | Scale |
|---|---|---|
| Capability | 1.82 | 0-4 |
| Embodiment | 1.91 | 0-3 |
| Presence | 1.71 | 0-3 |
| Accountability | 0.79 | 0-3 |
| Context | 1.32 | 0-3 |
| Verification cost | 0.98 | 0-3 |
Task by task
25 tasks, O*NET 31.0| Task | Exposed | Assisted | Untouched | Importance | Band |
|---|---|---|---|---|---|
| Announce and demonstrate safety and emergency procedures, such as the use of oxygen masks, seat belts, and life jackets. | 80.0% | 20.0% | 0.0% | 4.81 | exposed |
| Prepare passengers and aircraft for landing, following procedures. | 80.0% | 20.0% | 0.0% | 4.68 | exposed |
| Prepare reports showing places of departure and destination, passenger ticket numbers, meal and beverage inventories, the conditions of cabin equipment, and any problems encountered by passengers. | 80.0% | 20.0% | 0.0% | 4.01 | exposed |
| Announce flight delays and descent preparations. | 80.0% | 20.0% | 0.0% | 4.01 | exposed |
| Answer passengers' questions about flights, aircraft, weather, travel routes and services, arrival times, or schedules. | 80.0% | 20.0% | 0.0% | 3.60 | exposed |
| Inspect passenger tickets to verify information and to obtain destination information. | 73.3% | 26.7% | 0.0% | 3.41 | exposed |
| Attend preflight briefings concerning weather, altitudes, routes, emergency procedures, crew coordination, lengths of flights, food and beverage services offered, and numbers of passengers. | 60.0% | 15.0% | 25.0% | 4.29 | exposed |
| Check to ensure that food, beverages, blankets, reading material, emergency equipment, and other supplies are aboard and are in adequate supply. | 55.0% | 20.0% | 25.0% | 4.15 | exposed |
| Take inventory of headsets, alcoholic beverages, and money collected. | 55.0% | 20.0% | 25.0% | 3.10 | exposed |
| Collect money for meals and beverages. | 36.7% | 13.3% | 50.0% | 3.56 | exposed |
| Greet passengers boarding aircraft and direct them to assigned seats. | 30.0% | 20.0% | 50.0% | 3.99 | exposed |
| Operate audio and video systems. | 30.0% | 20.0% | 50.0% | 3.66 | exposed |
| Sell alcoholic beverages to passengers. | 30.0% | 20.0% | 50.0% | 2.92 | exposed |
| Determine special assistance needs of passengers, such as small children, the elderly, or persons with disabilities. | 23.3% | 26.7% | 50.0% | 4.30 | assisted |
| Walk aisles of planes to verify that passengers have complied with federal regulations prior to takeoffs and landings. | 8.3% | 16.7% | 75.0% | 4.73 | untouched |
| Monitor passenger behavior to identify threats to the safety of the crew and other passengers. | 7.2% | 17.8% | 75.0% | 4.74 | untouched |
| Inspect and clean cabins, checking for any problems and making sure that cabins are in order. | 6.7% | 5.8% | 87.5% | 3.84 | untouched |
| Verify that first aid kits and other emergency equipment, including fire extinguishers and oxygen bottles, are in working order. | 0.0% | 0.0% | 100.0% | 4.86 | untouched |
| Direct and assist passengers in emergency procedures, such as evacuating a plane following an emergency landing. | 0.0% | 0.0% | 100.0% | 4.69 | untouched |
| Administer first aid to passengers in distress. | 0.0% | 0.0% | 100.0% | 4.64 | untouched |
| Reassure passengers when situations, such as turbulence, are encountered. | 0.0% | 0.0% | 100.0% | 4.24 | untouched |
| Assist passengers entering or disembarking the aircraft. | 0.0% | 0.0% | 100.0% | 3.93 | untouched |
| Conduct periodic trips through the cabin to ensure passenger comfort and to distribute reading material, headphones, pillows, playing cards, and blankets. | 0.0% | 0.0% | 100.0% | 3.84 | untouched |
| Heat and serve prepared foods. | 0.0% | 0.0% | 100.0% | 3.43 | untouched |
| Assist passengers in placing carry-on luggage in overhead, garment, or under-seat storage. | 0.0% | 0.0% | 100.0% | 3.34 | untouched |
Task text and importance ratings sourced from O*NET 31.0. Shares computed. The occupation score is the importance-weighted mean.
Occupations either side of this one
The four closest scores in the same occupational family, then the four closest anywhere in the index.
Read this carefully. Exposure is not displacement. A high score means current AI systems can produce this work, not that anyone will stop paying a person to do it. Adoption depends on economics, regulation and inertia that this index deliberately does not model. How the score is built.
What this means in practice
Most of this work is not reachable by current systems, so the immediate pressure is on the administrative edges of the role rather than its core: the scheduling, the reporting, the written records. That is where time is recovered.