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Balam Labs
ISCO-08 3251

Dental assistants and therapists

17.4%
ADI · 313th of 433 · 95% interval 4.3–34.9

An AI agent can at least partly carry out 17.4% of the task time of dental assistants and therapists, and finish 0.0% alone. The barrier that holds most of the rest back is access to the systems the work runs on.

ADI · partial or full17.4%

313th of 433 · interval 4.3–34.9

ADI3 · full delegation0.0%

201st of 433 · interval 0.0–0.0

ADIs · share of time19.3%

322nd of 433 · interval 11.3–29.4

Evidence32

task statements rated by two models and weighted by importance and frequency. World employment: 2.3 million.

Task weight by level

How the tasks rate

62%
20%
17%
L0No meaningful role · 62.5%L1Augmentation · 20.2%L2Partial delegation · 17.4%L3Full delegation · 0.0%
Barriers

What stops the agent

Physical presence83%
Accountability78%
Trust and care73%
Access to systems54%

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

32 task statements, heaviest first
Task statement (O*NET occupation)WeightLevelSonnet · HaikuShareHuman timeBarriers
Feel and visually examine gums for sores and signs of disease.Dental Hygienists6.2%L0L0L02%10 minPhysical presence, Accountability, Trust and care, Access to systems
Clean calcareous deposits, accretions, and stains from teeth and beneath margins of gums, using dental instruments.Dental Hygienists6.1%L0L0L02%38 minPhysical presence, Accountability, Trust and care, Access to systems
Record and review patient medical histories.Dental Hygienists6.0%L2L2L255%18 minAccountability, Trust and care, Access to systems
Examine gums, using probes, to locate periodontal recessed gums and signs of gum disease.Dental Hygienists6.0%L0L0L04%15 minPhysical presence, Accountability, Trust and care, Access to systems
Provide clinical services or health education to improve and maintain the oral health of patients or the general public.Dental Hygienists5.5%L1L1L220%52 minPhysical presence, Accountability, Trust and care, Access to systems
Chart conditions of decay and disease for diagnosis and treatment by dentist.Dental Hygienists5.4%L1L1L230%15 minPhysical presence, Accountability, Access to systems
Expose and develop x-ray film.Dental Hygienists5.1%L0L0L02%12 minPhysical presence, Accountability, Trust and care, Access to systems
Maintain dental equipment and sharpen and sterilize dental instruments.Dental Hygienists4.8%L0L0L19%40 minPhysical presence, Accountability, Access to systems
Maintain patient recall system.Dental Hygienists4.6%L2L2L270%52 minAccess to systems
Apply fluorides or other cavity preventing agents to arrest dental decay.Dental Hygienists4.5%L0L0L06%10 minPhysical presence, Accountability, Trust and care
Feel lymph nodes under patient's chin to detect swelling or tenderness that could indicate presence of oral cancer.Dental Hygienists4.0%L0L0L02%2 minPhysical presence, Accountability, Trust and care, Access to systems
Administer local anesthetic agents.Dental Hygienists3.1%L0L0L04%10 minPhysical presence, Accountability, Trust and care, Access to systems
Prepare patient, sterilize or disinfect instruments, set up instrument trays, prepare materials, or assist dentist during dental procedures.Dental Assistants2.9%L0L0L18%52 minPhysical presence, Accountability, Trust and care, Access to systems
Record treatment information in patient records.Dental Assistants2.8%L2L2L260%7 minAccountability, Access to systems
Expose dental diagnostic x-rays.Dental Assistants2.8%L0L0L04%14 minPhysical presence, Accountability, Trust and care, Access to systems
Show the other 17 tasks
Task statement (O*NET occupation)WeightLevelSonnet · HaikuShareHuman timeBarriers
Provide postoperative instructions prescribed by dentist.Dental Assistants2.5%L1L1L245%9 minAccountability, Trust and care, Access to systems
Instruct patients in oral hygiene and plaque control programs.Dental Assistants2.2%L1L1L235%15 minPhysical presence, Accountability, Trust and care
Assist dentist in management of medical or dental emergencies.Dental Assistants2.1%L0L0L16%30 minPhysical presence, Accountability, Trust and care, Access to systems
Remove excess cement from coronal surfaces of teeth.Dental Hygienists2.0%L0L0L00%10 minPhysical presence, Accountability, Trust and care, Access to systems
Take and record medical and dental histories and vital signs of patients.Dental Assistants2.0%L1L1L132%18 minPhysical presence, Accountability, Trust and care, Access to systems
Schedule appointments, prepare bills and receive payment for dental services, complete insurance forms, and maintain records, manually or using computer.Dental Assistants2.0%L2L2L268%28 minPhysical presence, Accountability, Trust and care, Access to systems
Clean teeth, using dental instruments.Dental Assistants · supplemental task1.9%L0L0L02%38 minPhysical presence, Accountability, Trust and care
Attend continuing education courses to maintain or update skills.Dental Hygienists1.9%L1L1L230%7.0 hPhysical presence, Accountability, Access to systems
Order and monitor dental supplies and equipment inventory.Dental Assistants1.9%L2L2L258%1.0 hPhysical presence, Access to systems
Apply protective coating of fluoride to teeth.Dental Assistants1.9%L0L0L04%8 minPhysical presence, Accountability, Trust and care, Access to systems
Make preliminary impressions for study casts and occlusal registrations for mounting study casts.Dental Assistants1.8%L0L0L04%18 minPhysical presence, Accountability, Trust and care, Access to systems
Fabricate temporary restorations or custom impressions from preliminary impressions.Dental Assistants1.8%L0L0L18%38 minPhysical presence, Accountability
Clean and polish removable appliances.Dental Assistants1.7%L0L0L02%12 minPhysical presence
Pour, trim, and polish study casts.Dental Assistants1.6%L0L0L04%38 minPhysical presence, Access to systems
Fabricate and fit orthodontic appliances and materials for patients, such as retainers, wires, or bands.Dental Assistants · supplemental task1.3%L0L0L110%45 minPhysical presence, Accountability, Trust and care, Access to systems
Make impressions for study casts.Dental Hygienists · supplemental task1.0%L0L0L04%18 minPhysical presence, Accountability, Trust and care, Access to systems
Conduct dental health clinics for community groups to augment services of dentist.Dental Hygienists · supplemental task0.6%L1L1L122%2.5 hPhysical presence, Accountability, Trust and care, Access to systems

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)17.4%28
Eloundou et al. (2024), GPT exposure β0.22139
Felten et al. (2021), AI occupational exposure-0.45341
Webb (2020), AI patent exposure55.33350
Eisfeldt et al. (2026), generative AI exposure0.07931
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 (32)

Neighbouring occupations

Dashed line: dental assistants and therapists (17.4%).

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: Dental assistants and therapists (ISCO-08 3251), https://balamlabs.org/adi/occupations/3251

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: Dental assistants and therapists (ISCO-08 3251)}
}
Machine-readable

The same record as static JSON, with its citation: /adi/v2026.1/isco/3251.json.