Weigh finished products
Most of the output can be produced by software today.
Software can pull the data, run the comparison and write up what it found. The accuracy depends almost entirely on whether it is wired into the real system of record rather than a stale copy, which is the problem the tools and auth layer exists to solve.
| How automatable | Mostly automatable |
|---|---|
| Kind of work | Analysis and evaluation work |
| Jobs that do it | 16 occupations |
| Tool categories that apply | Builders, Tools and auth |
| O*NET activity | Estimating the Quantifiable Characteristics of Products, Events, or Information (4.A.1.b.3) |
What this looks like on the job
Not our paraphrase. These are real task statements recorded against this activity, spread across the 16 occupations that perform it.
- Wrap, weigh, label, and price cuts of meat.
- Weigh meats and tag containers for weight and contents.
- Weigh or measure products, using scale hoppers or scale conveyors.
- Weigh or measure materials, ingredients, or products at specified intervals to ensure conformance to requirements.
- Weigh or measure materials, ingredients, or products to ensure conformance to requirements.
- Count or weigh and bundle items.
- Examine, measure, and weigh materials or products to verify conformance to specifications, using measuring devices, such as rulers, micrometers, or scales.
- Examine, measure, and weigh materials or products to verify conformance to standards, using measuring devices such as templates, micrometers, or scales.
- Weigh materials, products, containers, or samples to verify packaging weights or ingredient quantities.
- Inspect, weigh, and measure mounted or unmounted lenses after completion to verify alignment and conformance to specifications, using precision instruments.
- Sort, grade, weigh, and inspect products, verifying and adjusting product weight or measurement to meet specifications.
- Examine, measure, weigh, or test sample products to ensure conformance to specifications.
- Count, sort, and weigh processed items.
- Weigh packages and adjust freezer air valves or switches on filler heads to obtain specified amounts of product in each container.
- Inspect, weigh, and measure products to verify conformance to specifications, using instruments such as micrometers, calipers, magnifiers, or rulers.
- Measure amounts of products, lengths of extruded articles, or weights of filled containers to ensure conformance to specifications.
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 analysis and evaluation work, and what it costs.
Start in the assistant with an export of the real data, because the accuracy problem here is a stale copy rather than a weak model. Make, at $9 a month, is the cheapest way to put the pull on a schedule once the analysis is worth repeating.
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.
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
16 occupations in the O*NET database perform this activity. Each one has a full breakdown of its other tasks.
- Butchers and Meat Cutters
- Coating, Painting, and Spraying Machine Setters, Operators, and Tenders
- Cooling and Freezing Equipment Operators and Tenders
- Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders
- Cutters and Trimmers, Hand
- Cutting and Slicing Machine Setters, Operators, and Tenders
- Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders
- Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders
- Glass Blowers, Molders, Benders, and Finishers
- Helpers--Production Workers
- Inspectors, Testers, Sorters, Samplers, and Weighers
- Meat, Poultry, and Fish Cutters and Trimmers
- Mixing and Blending Machine Setters, Operators, and Tenders
- Ophthalmic Laboratory Technicians
- Packaging and Filling Machine Operators and Tenders
- Semiconductor Processing Technicians
Work that goes with it
O*NET groups these under “Measure physical characteristics of materials, products, or equipment”. 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.