Mineral and stone processing plant operators
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.
411th of 433 · interval 0.0–9.9
201st of 433 · interval 0.0–0.0
339th of 433 · interval 12.3–22.6
task statements rated by two models and weighted by importance and frequency. World employment: 0.3 million.
How the tasks rate
What stops the agent
Share of task weight flagged by each barrier; a task can carry several.
| Task statement (O*NET occupation) | Sonnet · Haiku | Barriers | ||||
|---|---|---|---|---|---|---|
| Observe machine operations, gauges, or thermometers, and adjust controls to maintain specified conditions.Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders | 5.9% | L1 | L1L2 | 30% | 4.3 h | Physical 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 Tenders | 5.8% | L0 | L0L1 | 8% | 2.2 h | Physical 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 Tenders | 5.6% | L1 | L1L1 | 22% | 10 min | Physical 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 task | 5.3% | L0 | L0L1 | 18% | 18 min | Physical 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 Tenders | 5.3% | L1 | L1L2 | 42% | 15 min | Physical 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 Tenders | 5.2% | L1 | L1L2 | 25% | 18 min | Physical presence, Accountability, Access to systems |
| Examine and inspect machines to detect malfunctions.Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders | 5.0% | L1 | L1L1 | 18% | 22 min | Physical 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 task | 5.0% | L0 | L0L0 | 4% | 25 min | Physical 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 task | 5.0% | L0 | L0L0 | 4% | 15 min | Physical 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 Tenders | 4.8% | L0 | L0L0 | 6% | 38 min | Physical 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 Tenders | 4.3% | L0 | L0L1 | 10% | 18 min | Physical 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 Tenders | 3.0% | L1 | L1L1 | 20% | 4.3 h | Physical 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 Tenders | 2.5% | L0 | L1L0 | 8% | 12 min | Physical 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 Tenders | 2.4% | L0 | L0L1 | 12% | 38 min | Physical presence, Access to systems |
| Clean, adjust, and maintain equipment, using hand tools.Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders | 2.3% | L0 | L0L0 | 4% | 45 min | Physical presence, Accountability, Access to systems |
Show the other 17 tasks
| Task statement (O*NET occupation) | Sonnet · Haiku | Barriers | ||||
|---|---|---|---|---|---|---|
| Weigh or measure materials, ingredients, or products at specified intervals to ensure conformance to requirements.Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders | 2.2% | L1 | L1L1 | 15% | 8 min | Physical 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 task | 2.1% | L0 | L0L0 | 4% | 25 min | Physical presence, Accountability, Access to systems |
| Clean work areas.Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders | 2.1% | L0 | L0L0 | 4% | 25 min | Physical 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 task | 2.1% | L1 | L1L1 | 20% | 30 min | Physical 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 Tenders | 2.1% | L1 | L1L1 | 12% | 8 min | Physical presence, Access to systems |
| Mark bins as to types of mixtures stored.Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders · supplemental task | 2.0% | L0 | L0L1 | 9% | 5 min | Physical presence, Access to systems |
| Inspect chains, belts, or scrolls for signs of wear.Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders | 1.9% | L0 | L0L1 | 10% | 15 min | Physical presence, Access to systems |
| Notify supervisors of needed repairs.Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders | 1.9% | L1 | L1L2 | 42% | 8 min | Physical presence, Access to systems |
| Set mill gauges to specified fineness of grind.Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders · supplemental task | 1.9% | L1 | L1L1 | 15% | 20 min | Physical presence, Access to systems |
| Record data from operations, testing, and production on specified forms.Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders | 1.9% | L2 | L2L2 | 50% | 20 min | Physical presence, Access to systems |
| Turn valves to regulate the moisture contents of materials.Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders · supplemental task | 1.9% | L0 | L0L1 | 10% | 8 min | Physical presence, Access to systems |
| Collect samples of materials or products for laboratory testing.Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders · supplemental task | 1.8% | L0 | L0L1 | 10% | 15 min | Physical presence, Access to systems |
| Read work orders to determine production specifications and information.Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders | 1.8% | L2 | L2L3 | 78% | 10 min | Access to systems |
| Reject defective products and readjust equipment to eliminate problems.Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders | 1.8% | L1 | L1L2 | 22% | 18 min | Physical presence, Access to systems |
| Load materials into machinery and equipment, using hand tools.Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders · supplemental task | 1.8% | L0 | L0L0 | 4% | 12 min | Physical 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 task | 1.7% | L0 | L0L1 | 12% | 20 min | Physical 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 Tenders | 1.6% | L0 | L0L0 | 4% | 18 min | Physical 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.
Exposure is not delegation
| Measure | Value | Percentile | Pct |
|---|---|---|---|
| ADI (this index) | 3.7% | 5 | |
| Eloundou et al. (2024), GPT exposure β | 0.089 | 17 | |
| Felten et al. (2021), AI occupational exposure | -1.1 | 16 | |
| Webb (2020), AI patent exposure | 67.286 | 59 | |
| Eisfeldt et al. (2026), generative AI exposure | 0.091 | 36 | |
| Anthropic Economic Index, observed use | 0.018 | 46 |
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.
Neighbouring occupations
Dashed line: mineral and stone processing plant operators (3.7%).
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
@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)}
}The same record as static JSON, with its citation: /adi/v2026.1/isco/8112.json.