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Balam Labs
ISCO-08 8112

Mineral and stone processing plant operators

3.7%
ADI · 411th of 433 · 95% interval 0.0–9.9

An AI agent can at least partly carry out 3.7% of the task time of mineral and stone processing plant operators, 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 full3.7%

411th of 433 · interval 0.0–9.9

ADI3 · full delegation0.0%

201st of 433 · interval 0.0–0.0

ADIs · share of time17.2%

339th of 433 · interval 12.3–22.6

Evidence32

task statements rated by two models and weighted by importance and frequency. World employment: 0.3 million.

Task weight by level

How the tasks rate

54%
42%
L0No meaningful role · 54.5%L1Augmentation · 41.9%L2Partial delegation · 3.7%L3Full delegation · 0.0%
Barriers

What stops the agent

Physical presence97%
Accountability11%
Trust and care0%
Access to systems84%

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

32 task statements, heaviest first
Task statement (O*NET occupation)Sonnet · HaikuBarriers
Observe machine operations, gauges, or thermometers, and adjust controls to maintain specified conditions.Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders5.9%L1L1L230%4.3 hPhysical presence, Access to systems
Operate or tend machines to wash and remove impurities from items such as barrels or kegs, glass products, tin plate surfaces, dried fruit, pulp, animal stock, coal, manufactured articles, plastic, or rubber.Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders5.8%L0L0L18%2.2 hPhysical presence, Access to systems
Set controls to regulate temperature and length of cycles, and start conveyors, pumps, agitators, and machines.Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders5.6%L1L1L122%10 minPhysical presence, Access to systems
Draw samples for laboratory analysis, or test solutions for conformance to specifications, such as acidity or specific gravity.Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders · supplemental task5.3%L0L0L118%18 minPhysical presence, Access to systems
Record gauge readings, materials used, processing times, or test results in production logs.Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders5.3%L1L1L242%15 minPhysical presence, Accountability, Access to systems
Add specified amounts of chemicals to equipment at required times to maintain solution levels and concentrations.Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders5.2%L1L1L225%18 minPhysical presence, Accountability, Access to systems
Examine and inspect machines to detect malfunctions.Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders5.0%L1L1L118%22 minPhysical presence, Access to systems
Adjust, clean, and lubricate mechanical parts of machines, using hand tools and grease guns.Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders · supplemental task5.0%L0L0L04%25 minPhysical presence, Access to systems
Load machines with objects to be processed and unload them after cleaning, placing them on conveyors or racks.Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders · supplemental task5.0%L0L0L04%15 minPhysical presence, Access to systems
Drain, clean, and refill machines or tanks at designated intervals, using cleaning solutions or water.Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders4.8%L0L0L06%38 minPhysical presence, Access to systems
Measure, weigh, or mix cleaning solutions, using measuring tanks, calibrated rods or suction tubes.Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders4.3%L0L0L110%18 minPhysical presence, Access to systems
Observe operation of equipment to ensure continuity of flow, safety, and efficient operation, and to detect malfunctions.Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders3.0%L1L1L120%4.3 hPhysical presence, Access to systems
Move controls to start, stop, or adjust machinery and equipment that crushes, grinds, polishes, or blends materials.Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders2.5%L0L1L08%12 minPhysical presence, Accountability, Access to systems
Tend accessory equipment, such as pumps and conveyors, to move materials or ingredients through production processes.Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders2.4%L0L0L112%38 minPhysical presence, Access to systems
Clean, adjust, and maintain equipment, using hand tools.Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders2.3%L0L0L04%45 minPhysical presence, Accountability, Access to systems
Show the other 17 tasks
Task statement (O*NET occupation)Sonnet · HaikuBarriers
Weigh or measure materials, ingredients, or products at specified intervals to ensure conformance to requirements.Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders2.2%L1L1L115%8 minPhysical presence, Access to systems
Transfer materials, supplies, and products between work areas, using moving equipment and hand tools.Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders · supplemental task2.1%L0L0L04%25 minPhysical presence, Accountability, Access to systems
Clean work areas.Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders2.1%L0L0L04%25 minPhysical presence, Access to systems
Test samples of materials or products to ensure compliance with specifications, using test equipment.Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders · supplemental task2.1%L1L1L120%30 minPhysical presence, Accountability, Access to systems
Examine materials, ingredients, or products, visually or with hands, to ensure conformance to established standards.Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders2.1%L1L1L112%8 minPhysical presence, Access to systems
Mark bins as to types of mixtures stored.Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders · supplemental task2.0%L0L0L19%5 minPhysical presence, Access to systems
Inspect chains, belts, or scrolls for signs of wear.Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders1.9%L0L0L110%15 minPhysical presence, Access to systems
Notify supervisors of needed repairs.Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders1.9%L1L1L242%8 minPhysical presence, Access to systems
Set mill gauges to specified fineness of grind.Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders · supplemental task1.9%L1L1L115%20 minPhysical presence, Access to systems
Record data from operations, testing, and production on specified forms.Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders1.9%L2L2L250%20 minPhysical presence, Access to systems
Turn valves to regulate the moisture contents of materials.Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders · supplemental task1.9%L0L0L110%8 minPhysical presence, Access to systems
Collect samples of materials or products for laboratory testing.Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders · supplemental task1.8%L0L0L110%15 minPhysical presence, Access to systems
Read work orders to determine production specifications and information.Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders1.8%L2L2L378%10 minAccess to systems
Reject defective products and readjust equipment to eliminate problems.Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders1.8%L1L1L222%18 minPhysical presence, Access to systems
Load materials into machinery and equipment, using hand tools.Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders · supplemental task1.8%L0L0L04%12 minPhysical presence
Add or mix chemicals and ingredients for processing, using hand tools or other devices.Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders · supplemental task1.7%L0L0L112%20 minPhysical presence, Accountability, Access to systems
Dislodge and clear jammed materials or other items from machinery and equipment, using hand tools.Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders1.6%L0L0L04%18 minPhysical presence, Accountability, 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

MeasureValuePercentilePct
ADI (this index)3.7%5
Eloundou et al. (2024), GPT exposure β0.08917
Felten et al. (2021), AI occupational exposure-1.116
Webb (2020), AI patent exposure67.28659
Eisfeldt et al. (2026), generative AI exposure0.09136
Anthropic Economic Index, observed use0.01846

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 (81)

Neighbouring occupations

Dashed line: mineral and stone processing plant operators (3.7%).

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: Mineral and stone processing plant operators (ISCO-08 8112), https://balamlabs.org/adi/occupations/8112

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: Mineral and stone processing plant operators (ISCO-08 8112)}
}
Machine-readable

The same record as static JSON, with its citation: /adi/v2026.1/isco/8112.json.