Record operational or production data
Most of the output can be produced by software today.
This is the most automatable shape of work there is, and also the shape that most needs a live connection to the system the record lives in. Without that connection an agent can prepare the entry but cannot file it.
| How automatable | Mostly automatable |
|---|---|
| Kind of work | Recording, documentation and administration |
| Jobs that do it | 91 occupations |
| Tool categories that apply | Tools and auth, Builders |
| O*NET activity | Documenting/Recording Information (4.A.3.b.6) |
What this looks like on the job
Not our paraphrase. These are real task statements recorded against this activity, spread across the 91 occupations that perform it.
- Log items distributed to persons, such as keys and key cards.
- Record production or operational data on specified forms.
- Record production, operational, and personnel data on specified forms.
- Monitor and record food temperatures to ensure food safety.
- Keep records and accounts.
- Keep records of the quantities of food used.
- Record amounts and types of special food items served to customers.
- Prepare cash receipts after establishments close, and make bank deposits.
- Observe and record car numbers, carriers, customers, tonnages, and grades and conditions of material.
- Keep records of employees' attendance and hours worked.
- Record production and operational data on specified forms.
- Inspect or test wiring installations, assemblies, or circuits for resistance factors or for operation, and record results.
- Complete production reports to communicate team production level to management.
- Prepare or maintain inventory or production records.
- Record quantity of meat received and issued to cooks or keep records of meat sales.
- Record production data, such as weight and amount of product processed, type of product, and time and temperature of processing.
- Record production and test data for each food product batch, such as the ingredients used, temperature, test results, and time cycle.
- Record production and test data, such as processing steps, temperature and steam readings, cooking time, batches processed, and test results.
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 recording, documentation and administration, and what it costs.
The work is not writing the record, it is filing it where the record lives. Make reaches most of those systems from $9 a month, which is the cheapest honest start; Composio is for when you are writing the agent yourself.
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
91 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
- Bakers
- Biofuels Processing Technicians
- Biomass Plant Technicians
- Bus Drivers, School
- Bus Drivers, Transit and Intercity
- Butchers and Meat Cutters
- Chefs and Head Cooks
- Chemical Equipment Operators and Tenders
- Chemical Plant and System Operators
- Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders
- Coating, Painting, and Spraying Machine Setters, Operators, and Tenders
- Coil Winders, Tapers, and Finishers
- Conveyor Operators and Tenders
- Cooks, Institution and Cafeteria
- Cooks, Restaurant
- Cooling and Freezing Equipment Operators and Tenders
- Crane and Tower Operators
- Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders
- Cutting and Slicing Machine Setters, Operators, and Tenders
- Cutting, Punching, and Press Machine Setters, Operators, and Tenders, Metal and Plastic
- Electrical and Electronic Equipment Assemblers
- Extruding and Forming Machine Setters, Operators, and Tenders, Synthetic and Glass Fibers
- Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders
- First-Line Supervisors of Food Preparation and Serving Workers
- First-Line Supervisors of Helpers, Laborers, and Material Movers, Hand
- First-Line Supervisors of Material-Moving Machine and Vehicle Operators
- First-Line Supervisors of Production and Operating Workers
- First-Line Supervisors of Security Workers
- Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders
- Food Batchmakers
- Food Cooking Machine Operators and Tenders
- Food Preparation Workers
- Food Servers, Nonrestaurant
- Furnace, Kiln, Oven, Drier, and Kettle Operators and Tenders
- Gas Compressor and Gas Pumping Station Operators
- Gas Plant Operators
- Gem and Diamond Workers
- Glass Blowers, Molders, Benders, and Finishers
- Grinding and Polishing Workers, Hand
- Heat Treating Equipment Setters, Operators, and Tenders, Metal and Plastic
- Heavy and Tractor-Trailer Truck Drivers
- Helpers--Production Workers
- Hosts and Hostesses, Restaurant, Lounge, and Coffee Shop
- Hydroelectric Plant Technicians
- Inspectors, Testers, Sorters, Samplers, and Weighers
- Jewelers and Precious Stone and Metal Workers
- Laborers and Freight, Stock, and Material Movers, Hand
- Loading and Moving Machine Operators, Underground Mining
- Machine Feeders and Offbearers
- Metal-Refining Furnace Operators and Tenders
- Milling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic
- Mixing and Blending Machine Setters, Operators, and Tenders
- Model Makers, Metal and Plastic
- 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
- Nuclear Power Reactor Operators
- Packaging and Filling Machine Operators and Tenders
- Passenger Attendants
Showing 60 of 91.
Work that goes with it
O*NET groups these under “Maintain operational records”. 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.