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Balam Labs
ISCO-08 7549

Craft and related workers not elsewhere classified

20.8%
ADI · 293rd of 433 · 95% interval 6.5–34.8

An AI agent can at least partly carry out 20.8% of the task time of craft and related workers not elsewhere classified, and finish 0.0% alone. Most of the rest requires physical presence.

ADI · partial or full20.8%

293rd of 433 · interval 6.5–34.8

ADI3 · full delegation0.0%

201st of 433 · interval 0.0–0.0

ADIs · share of time23.4%

285th of 433 · interval 15.1–31.1

Evidence33

task statements rated by two models and weighted by importance and frequency. World employment: 0.5 million.

Task weight by level

How the tasks rate

53%
27%
21%
L0No meaningful role · 52.6%L1Augmentation · 26.7%L2Partial delegation · 20.8%L3Full delegation · 0.0%
Barriers

What stops the agent

Physical presence87%
Accountability0%
Trust and care20%
Access to systems37%

Share of task weight flagged by each barrier; a task can carry several.

33 task statements, heaviest first
Task statement (O*NET occupation)WeightLevelSonnet · HaikuShareHuman timeBarriers
Select flora and foliage for arrangements, working with numerous combinations to synthesize and develop new creations.Floral Designers4.5%L1L1L240%38 minPhysical presence
Plan arrangement according to client's requirements, using knowledge of design and properties of materials, or select appropriate standard design pattern.Floral Designers4.3%L2L2L260%30 minTrust and care
Confer with clients regarding price and type of arrangement desired and the date, time, and place of delivery.Floral Designers4.2%L2L2L270%15 minTrust and care, Access to systems
Wrap and price completed arrangements.Floral Designers4.1%L1L1L218%8 minPhysical presence
Trim material and arrange bouquets, wreaths, terrariums, and other items, using trimmers, shapers, wire, pins, floral tape, foam, and other materials.Floral Designers4.1%L0L0L16%30 minPhysical presence
Perform office and retail service duties, such as keeping financial records, serving customers, answering telephones, selling giftware items, and receiving payment.Floral Designers3.9%L1L1L235%2.3 hPhysical presence, Trust and care, Access to systems
Deliver arrangements to customers, or oversee employees responsible for deliveries.Floral Designers3.7%L1L1L228%50 minPhysical presence, Trust and care
Water plants, and cut, condition, and clean flowers and foliage for storage.Floral Designers3.6%L0L0L04%38 minPhysical presence, Access to systems
Perform general cleaning duties in the store to ensure the shop is clean and tidy.Floral Designers3.4%L0L0L04%30 minPhysical presence, Access to systems
Order and purchase flowers and supplies from wholesalers and growers.Floral Designers3.3%L2L2L262%52 minTrust and care, Access to systems
Inspect lens blanks to detect flaws, verify smoothness of surface, and ensure thickness of coating on lenses.Ophthalmic Laboratory Technicians3.2%L0L0L112%8 minPhysical presence, Access to systems
Clean finished lenses and eyeglasses, using cloths and solvents.Ophthalmic Laboratory Technicians3.2%L0L0L02%2 minPhysical presence
Examine prescriptions, work orders, or broken or used eyeglasses to determine specifications for lenses, contact lenses, or other optical elements.Ophthalmic Laboratory Technicians3.2%L2L2L255%10 minPhysical presence, Access to systems
Set up machines to polish, bevel, edge, or grind lenses, flats, blanks, or other precision optical elements.Ophthalmic Laboratory Technicians3.2%L0L0L112%20 minPhysical presence, Access to systems
Mount, secure, and align finished lenses in frames or optical assemblies, using precision hand tools.Ophthalmic Laboratory Technicians3.2%L0L0L16%15 minPhysical presence
Show the other 18 tasks
Task statement (O*NET occupation)WeightLevelSonnet · HaikuShareHuman timeBarriers
Inspect, weigh, and measure mounted or unmounted lenses after completion to verify alignment and conformance to specifications, using precision instruments.Ophthalmic Laboratory Technicians3.1%L1L1L112%6 minPhysical presence, Access to systems
Inform customers about the care, maintenance, and handling of various flowers and foliage, indoor plants, and other items.Floral Designers3.1%L2L2L270%8 minPhysical presence, Trust and care
Mount and secure lens blanks or optical lenses in holding tools or chucks of cutting, polishing, grinding, or coating machines.Ophthalmic Laboratory Technicians3.1%L0L0L16%5 minPhysical presence
Adjust lenses and frames to correct alignment.Ophthalmic Laboratory Technicians3.0%L0L0L19%15 minPhysical presence
Shape lenses appropriately so that they can be inserted into frames.Ophthalmic Laboratory Technicians3.0%L0L0L110%10 minPhysical presence, Access to systems
Unpack stock as it comes into the shop.Floral Designers3.0%L0L0L06%45 minPhysical presence
Position and adjust cutting tools to specified curvature, dimensions, and depth of cut.Ophthalmic Laboratory Technicians2.8%L0L0L220%12 minPhysical presence, Access to systems
Assemble eyeglass frames and attach shields, nose pads, and temple pieces, using pliers, screwdrivers, and drills.Ophthalmic Laboratory Technicians2.8%L0L0L16%18 minPhysical presence
Select lens blanks, molds, tools, and polishing or grinding wheels, according to production specifications.Ophthalmic Laboratory Technicians2.7%L2L2L248%10 minPhysical presence, Access to systems
Set dials and start machines to polish lenses or hold lenses against rotating wheels to polish them manually.Ophthalmic Laboratory Technicians2.7%L0L0L02%10 minPhysical presence, Access to systems
Control equipment that coats lenses to alter their reflective qualities.Ophthalmic Laboratory Technicians · supplemental task2.5%L1L1L118%38 minPhysical presence, Access to systems
Create and change in-store and window displays, designs, and looks to enhance a shop's image.Floral Designers2.4%L1L1L225%2.8 hPhysical presence, Access to systems
Lay out lenses and trace lens outlines on glass, using templates.Ophthalmic Laboratory Technicians · supplemental task2.4%L0L0L05%6 minPhysical presence
Immerse eyeglass frames in solutions to harden, soften, or dye frames.Ophthalmic Laboratory Technicians · supplemental task2.4%L0L0L04%18 minPhysical presence
Repair broken parts, using precision hand tools and soldering irons.Ophthalmic Laboratory Technicians1.9%L0L0L04%20 minPhysical presence
Remove lenses from molds and separate lenses in containers for further processing or storage.Ophthalmic Laboratory Technicians · supplemental task1.7%L0L0L04%6 minPhysical presence
Decorate, or supervise the decoration of, buildings, halls, churches, or other facilities for parties, weddings and other occasions.Floral Designers1.6%L1L1L225%6.5 hPhysical presence, Trust and care
Conduct classes or demonstrations, or train other workers.Floral Designers · supplemental task1.1%L1L1L230%2.0 hPhysical presence, Trust and care

Level: consensus of the two models (the lower level when they disagree). Share: part of the task’s working time an agent could take over. Human time: minutes a competent person needs for one instance, as estimated by the models.

Against other measures

Exposure is not delegation

MeasureValuePercentile
ADI (this index)20.8%33
Eloundou et al. (2024), GPT exposure β0.14927
Felten et al. (2021), AI occupational exposure-0.43442
Webb (2020), AI patent exposure7972
Eisfeldt et al. (2026), generative AI exposure0.03120
Anthropic Economic Index, observed use016

Earlier indices measure whether AI can touch a task; ADI measures how much of it an agent can carry out from a goal. – : the source does not cover this occupation.

Same sub-major group (75)

Neighbouring occupations

Dashed line: craft and related workers not elsewhere classified (20.8%).

Cite this record
Text

Espinal Maya, Cristian, and Santiago Jiménez Londoño. 2026. ADI v2026.1: Agent Delegability Index data, code and MCP server. Zenodo. https://doi.org/10.5281/zenodo.23552918. Record: Craft and related workers not elsewhere classified (ISCO-08 7549), https://balamlabs.org/adi/occupations/7549

BibTeX
@misc{espinal2026adidata,
  title     = {{ADI} v2026.1: Agent Delegability Index data, code and {MCP} server},
  author    = {Espinal Maya, Cristian and Jim{\'e}nez Londo{\~n}o, Santiago},
  year      = {2026},
  publisher = {Zenodo},
  version   = {v2026.1},
  doi       = {10.5281/zenodo.23552918},
  url       = {https://doi.org/10.5281/zenodo.23552918},
  note      = {Record: Craft and related workers not elsewhere classified (ISCO-08 7549)}
}
Machine-readable

The same record as static JSON, with its citation: /adi/v2026.1/isco/7549.json.