Read technical information needed to perform maintenance or repairs
Most of the output can be produced by software today.
An agent can find, read and summarise the sources this work depends on, and it can cover far more of them than a person would ever open. What it does not do is decide which sources deserve trust, or what the findings mean for your situation.
| How automatable | Mostly automatable |
|---|---|
| Kind of work | Research and retrieval work |
| Jobs that do it | 13 occupations |
| Tool categories that apply | Web, data and docs, Generalist agents |
| O*NET activity | Getting Information (4.A.1.a.1) |
What this looks like on the job
Not our paraphrase. These are real task statements recorded against this activity, spread across the 13 occupations that perform it.
- Read specifications, such as blueprints, charts, or schematics, to determine machine settings or adjustments.
- Refer to manufacturers' manuals to obtain maintenance instructions pertaining to specific malfunctions.
- Read service guides to find information needed to perform repairs.
- Refer to schematics and manufacturers' specifications that show connections and provide instructions on how to locate problems.
- Consult manuals, schematics, wiring diagrams, and engineering personnel to troubleshoot and solve equipment problems and to determine optimum equipment functioning.
- Read and interpret electronic circuit diagrams, function block diagrams, specifications, engineering drawings, and service manuals.
- Read and interpret maintenance manuals, service bulletins, and other specifications to determine the feasibility and method of repairing or replacing malfunctioning or damaged components.
- Read and understand operating manuals, blueprints, and technical drawings.
- Refer to schematic drawings, product manuals, and troubleshooting guides to diagnose and repair problems.
- Read and interpret engineering drawings, diagrams, instructions, or specifications to determine needed repairs, fabrication method, and operation sequence.
- Study technical manuals or attend training sessions provided by equipment manufacturers to maintain current knowledge.
- Diagnose mechanical problems and determine how to correct them, checking blueprints, repair manuals, or parts catalogs, as necessary.
- Refer to manuals and wiring diagrams to gather information needed to repair machines.
What we would actually use
One recommendation rather than a shortlist, because a shortlist is just your problem handed back. This is what we would buy for research and retrieval work, and what it costs.
Research is the one shape of work that needs no integration at all, so a single $20 assistant with browsing is the whole stack. Add a crawler only once you are pulling hundreds of pages on a schedule rather than reading a few.
Chosen for the cheapest thing that does the job, not the best funded. Nothing on this site is sponsored, and the full landscape is there when you want to disagree with us.
The rest of the category
Context, not alternatives to weigh up. We name the layer rather than promise a named product does your specific task.
Generalist agents
Matched from the kind of work, not from vendor marketing. Check any of them can reach the system your records actually live in — that connection, not the model, is where these projects stall.
How people actually do it
No workflow names this activity yet, but these automate the same kind of work, with the prompts to paste and what to keep for yourself.
Who does this work
13 occupations in the O*NET database perform this activity. Each one has a full breakdown of its other tasks.
- Aircraft Mechanics and Service Technicians
- Audiovisual Equipment Installers and Repairers
- Camera and Photographic Equipment Repairers
- Coin, Vending, and Amusement Machine Servicers and Repairers
- Computer, Automated Teller, and Office Machine Repairers
- Electric Motor, Power Tool, and Related Repairers
- Electrical and Electronics Installers and Repairers, Transportation Equipment
- Electrical and Electronics Repairers, Powerhouse, Substation, and Relay
- Home Appliance Repairers
- Maintenance and Repair Workers, General
- Medical Equipment Repairers
- Mobile Heavy Equipment Mechanics, Except Engines
- Telecommunications Equipment Installers and Repairers, Except Line Installers
Work that goes with it
O*NET groups these under “Read documents or materials to inform work processes”. In practice they tend to be done by the same person, in the same sitting.
Method. The activity, its taxonomy placement and the occupations that perform it come straight from the public-domain O*NET 30.3 database. The automatability band is ours: we map each of O*NET’s 41 generalized work activities to how much of its output current software can produce, assuming a person still reviews and owns the result. It is a coarse three-way judgment on purpose. A precise-looking percentage here would be invented.