Meeting and Convention Planners
Business & Financial OperationsAI exposure
- Data source: BLSPublished: 2026-08
High· relative
LowFour relative bandsVery highGroup-level value
Scale, basis and source
Four relative bands (Low / Moderate / High / Very high)
831 detailed occupations in the BLS Employment Projections table. Assigned per National Employment Matrix (NEM) code, so occupations sharing a NEM code carry the same band
- Data source: AnthropicPublished: 2026-03
0.102
0.000Range of values carried here0.745Scale, basis and source
- Data source: ILOPublished: 2025
0.48
0.09Range of values carried here0.70Group-level value
Scale, basis and source
Generative AI exposure index, 0–1 as published
ISCO-08 unit group — every occupation sharing the code gets this value
Computed by this site, not published by the ILO: of the 1,012 occupations this site links to the ILO dataset, 21% score at or above this value.
What kind of figure this source publishes
The BLS category is a relative rank, not an absolute level, and it is not a first-hand measurement: it groups an occupation's percentile ranks across several published studies into four bands. It is not an employment or wage forecast, not a probability of adoption, and it does not separate automation from augmentation.
Task-level exposure
Exposed tasks only| Task | Claude.aiRaw / share % |
|---|---|
Monitor event activities to ensure compliance with applicable regulations and laws, satisfaction of participants, and resolution of any problems that arise.13-1121 | 0.031159.1 |
Inspect event facilities to ensure that they conform to customer requirements.13-1121 | 0.007113.5 |
Consult with customers to determine objectives and requirements for events such as meetings, conferences, and conventions.13-1121 | 0.00417.8 |
Review event bills for accuracy, and approve payment.13-1121 | 0.00407.6 |
Plan and develop programs, agendas, budgets, and services according to customer requirements.13-1121 | 0.00336.2 |
Evaluate and select providers of services according to customer requirements.13-1121 | 0.00315.8 |
| Not observed on any surface — 15 task(s) — These tasks have no row in the source for this release. The 0 in the share row is a display-stage composition ratio; absence is what the — in the raw row states. | |
Confer with staff at a chosen event site to coordinate details. | —0 |
Coordinate services for events, such as accommodation and transportation for participants, facilities, catering, signage, displays, special needs requirements, printing and event security. | —0 |
Arrange the availability of audio-visual equipment, transportation, displays, and other event needs. | —0 |
Maintain records of event aspects, including financial details. | —0 |
Conduct post-event evaluations to determine how future events could be improved. | —0 |
Negotiate contracts with such service providers and suppliers as hotels, convention centers, and speakers. | —0 |
Meet with sponsors and organizing committees to plan scope and format of events, to establish and monitor budgets, or to review administrative procedures and event progress. | —0 |
Direct administrative details such as financial operations, dissemination of promotional materials, and responses to inquiries. | —0 |
Read trade publications, attend seminars, and consult with other meeting professionals to keep abreast of meeting management standards and trends. | —0 |
Organize registration of event participants. | —0 |
Design and implement efforts to publicize events and promote sponsorships. | —0 |
Hire, train, and supervise volunteers and support staff required for events. | —0 |
Obtain permits from fire and health departments to erect displays and exhibits and serve food at events. | —0 |
Promote conference, convention and trades show services by performing tasks such as meeting with professional and trade associations, and producing brochures and other publications. | —0 |
Develop event topics and choose featured speakers. | —0 |
Values in this tab are predicted labels, not observations. Eloundou et al. (2023) published two rating regimes — human raters and GPT-4 — and the β shown here is derived from the GPT-4 rater basis alone; the same task can take a different value under the other regime. The unit and the meaning differ from the observed shares (%) in the other tabs, so do not place them on the same axis.
| Task | βE1 + 0.5 × E2 |
|---|---|
Review event bills for accuracy and approve payment.O*NET Task ID 1212 | 1.0 |
Maintain records of event aspects, including financial details.O*NET Task ID 1217 | 1.0 |
Consult with customers to determine objectives and requirements for events, such as meetings, conferences, and conventions.O*NET Task ID 1209 | 0.5 |
Monitor event activities to ensure compliance with applicable regulations and laws, satisfaction of participants, and resolution of any problems that arise.O*NET Task ID 1210 | 0.5 |
Plan and develop programs, agendas, budgets, and services according to customer requirements.O*NET Task ID 1213 | 0.5 |
Coordinate services for events, such as accommodation and transportation for participants, facilities, catering, signage, displays, special needs requirements, printing and event security.O*NET Task ID 1214 | 0.5 |
Arrange the availability of audio-visual equipment, transportation, displays, and other event needs.O*NET Task ID 1215 | 0.5 |
Conduct post-event evaluations to determine how future events could be improved.O*NET Task ID 1218 | 0.5 |
Negotiate contracts with such service providers and suppliers as hotels, convention centers, and speakers.O*NET Task ID 1219 | 0.5 |
Meet with sponsors and organizing committees to plan scope and format of events, to establish and monitor budgets, or to review administrative procedures and event progress.O*NET Task ID 1220 | 0.5 |
Confer with staff at a chosen event site to coordinate details.O*NET Task ID 1211 | 0.0 |
Inspect event facilities to ensure that they conform to customer requirements.O*NET Task ID 1216 | 0.0 |
Obtain permits from fire and health departments to erect displays and exhibits and serve food at events.O*NET Task ID 1227 | 0.0 |
β = E1 + 0.5 × E2 · E1 = tasks where direct LLM access alone cuts time by at least 50%, E2 = tasks where software built on top of an LLM cuts time by at least 50%. Values take only 0 / 0.5 / 1.0.
Data sources & licenses — O*NET®, Anthropic Economic Index, Eloundou et al. (2023): see full notices on the Credits page