Select production input materials
Little of this can be handed to software today.
Software can assemble the case and recommend an answer, and that is genuinely useful. The decision stays with a person because someone has to be accountable for it. Treating the recommendation as the decision is how automation projects fail.
| How automatable | Barely automatable |
|---|---|
| Kind of work | Judgment, authorisation and strategy |
| Jobs that do it | 20 occupations |
| Tool categories that apply | Generalist agents, Models and routing |
| O*NET activity | Making Decisions and Solving Problems (4.A.2.b.1) |
What this looks like on the job
Not our paraphrase. These are real task statements recorded against this activity, spread across the 20 occupations that perform it.
- Specify inputs accessed by the system and plan the distribution and use of the results.
- Select and load materials such as workpieces, objects, and machine parts onto equipment used in coiling processes.
- Select precut fiberglass mats, cloth, and wood-bracing materials as required by projects being assembled.
- Select and measure or weigh ingredients, using English or metric measures and balance scales.
- Select pattern materials such as wood, resin, and fiberglass.
- Select coolants and lubricants, and start their flow.
- Select the proper coolants and lubricants and start their flow.
- Select metals to be used from a range of metals and alloys, based on properties such as hardness or heat tolerance.
- Select supplies such as fasteners and thread, according to job requirements.
- Select materials and patterns, and trace patterns onto materials to be cut out.
- Select and place spools of thread or pre-wound bobbins into shuttles, or onto spindles or loupers of stitching machines.
- Select thread, twine, cord, or yarn to be used, and thread needles.
- Select appropriate finishing ingredients such as paint, stain, lacquer, shellac, or varnish, depending on factors such as wood hardness and surface type.
- Select wooden stock, determine layouts, and mark layouts of parts on stock, using precision equipment such as scribers, squares, and protractors.
- Select lumber to be used for patterns.
- Select saw blades, types or grades of stock, or cutting procedures to be used, according to work orders or supervisors' instructions.
- Determine product specifications and materials, work methods, and machine setup requirements, according to blueprints, oral or written instructions, drawings, or work orders.
- Select and acquire metals and gems for designs.
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 judgment, authorisation and strategy, and what it costs.
There is nothing here worth buying beyond a good assistant. Software assembles the case and recommends an answer, which any $20 assistant already does; the decision is yours, and no product on this page changes that.
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
20 occupations in the O*NET database perform this activity. Each one has a full breakdown of its other tasks.
- Coil Winders, Tapers, and Finishers
- Computer Systems Analysts
- Fiberglass Laminators and Fabricators
- Food Batchmakers
- Furniture Finishers
- Glass Blowers, Molders, Benders, and Finishers
- Jewelers and Precious Stone and Metal Workers
- Model Makers, Wood
- Molding, Coremaking, and Casting Machine Setters, Operators, and Tenders, Metal and Plastic
- Multiple Machine Tool Setters, Operators, and Tenders, Metal and Plastic
- Painting, Coating, and Decorating Workers
- Patternmakers, Metal and Plastic
- Patternmakers, Wood
- Sawing Machine Setters, Operators, and Tenders, Wood
- Sewers, Hand
- Sewing Machine Operators
- Shoe and Leather Workers and Repairers
- Shoe Machine Operators and Tenders
- Tool and Die Makers
- Woodworking Machine Setters, Operators, and Tenders, Except Sawing
Work that goes with it
O*NET groups these under “Select materials or equipment for operations or projects”. 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.