Read work orders or other instructions to determine product specifications or materials requirements
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 | 38 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 38 occupations that perform it.
- Review work orders and specifications to determine materials needed and types of parts to be processed.
- Read and interpret schematic drawings, diagrams, blueprints, specifications, work orders, or reports to determine materials requirements or assembly instructions.
- Study engineering drawings and blueprints to determine materials requirements and task sequences.
- Review work orders and blueprints to ensure work is performed according to specifications.
- Read work orders to determine quantities and types of products to be baked, dried, or roasted.
- Read work orders, recipes, or formulas to determine cooking times and temperatures, and ingredient specifications.
- Read rolling orders, blueprints, and mill schedules to determine setup specifications, work sequences, product dimensions, and installation procedures.
- Read work orders or production schedules to determine specifications, such as materials to be used, locations of cutting lines, or dimensions and tolerances.
- Study machining instructions, job orders, or blueprints to determine dimensional or finish specifications, sequences of operations, setups, or tooling requirements.
- Study blueprints, work orders, or machining instructions to determine product specifications, tool requirements, and operational sequences.
- Study blueprints, layouts or charts, and job orders for information on specifications and tooling instructions, and to determine material requirements and operational sequences.
- Study blueprints, layouts, sketches, or work orders to assess workpiece specifications and to determine tooling instructions, tools and materials needed, and sequences of operations.
- Study blueprints, drawings, and sketches to determine material dimensions, required equipment, and operations sequences.
- Read blueprints or job orders to determine product specifications and tooling instructions and to plan operational sequences.
- Read blueprints, work orders, or production schedules to determine product or job instructions or specifications.
- Examine job orders to determine quantities to be printed, stock specifications, colors, or special printing instructions.
- Read prescriptions or specifications, and take measurements to establish the type of product to be made, using calipers, tape measures, or rules.
- Study work orders or shoe part tags to obtain information about workloads, specifications, and the types of materials to be used.
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
38 occupations in the O*NET database perform this activity. Each one has a full breakdown of its other tasks.
- Adhesive Bonding Machine Operators and Tenders
- Cabinetmakers and Bench Carpenters
- Chemical Equipment Operators and Tenders
- Coil Winders, Tapers, and Finishers
- Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders
- Cutters and Trimmers, Hand
- Cutting, Punching, and Press Machine Setters, Operators, and Tenders, Metal and Plastic
- Dental Laboratory Technicians
- Drilling and Boring Machine Tool Setters, Operators, and Tenders, Metal and Plastic
- Electrical and Electronic Equipment Assemblers
- Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders
- Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders
- Food Cooking Machine Operators and Tenders
- Furnace, Kiln, Oven, Drier, and Kettle Operators and Tenders
- Furniture Finishers
- Gas Plant Operators
- Grinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic
- Inspectors, Testers, Sorters, Samplers, and Weighers
- Lathe and Turning Machine Tool Setters, Operators, and Tenders, Metal and Plastic
- Medical Appliance Technicians
- Milling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic
- Mixing and Blending Machine Setters, Operators, and Tenders
- Model Makers, Metal and Plastic
- Molders, Shapers, and Casters, Except Metal and Plastic
- Multiple Machine Tool Setters, Operators, and Tenders, Metal and Plastic
- Ophthalmic Laboratory Technicians
- Photographic Process Workers and Processing Machine Operators
- Printing Press Operators
- Rolling Machine Setters, Operators, and Tenders, Metal and Plastic
- Sawing Machine Setters, Operators, and Tenders, Wood
- Semiconductor Processing Technicians
- Shoe and Leather Workers and Repairers
- Shoe Machine Operators and Tenders
- Structural Metal Fabricators and Fitters
- Tailors, Dressmakers, and Custom Sewers
- Team Assemblers
- Upholsterers
- Welding, Soldering, and Brazing Machine Setters, Operators, and Tenders
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.