Enter commands, instructions, or specifications into equipment
Most of the output can be produced by software today.
Work that already happens inside a computer is the easiest to hand over, because the agent and the worker are operating in the same place. The constraint is permissions rather than capability: the agent needs its own scoped access, not a borrowed password.
| How automatable | Mostly automatable |
|---|---|
| Kind of work | Work done in software |
| Jobs that do it | 8 occupations |
| Tool categories that apply | Tools and auth, Builders |
| O*NET activity | Working with Computers (4.A.3.b.1) |
What this looks like on the job
Not our paraphrase. These are real task statements recorded against this activity, spread across the 8 occupations that perform it.
- Turn and press knobs and buttons or enter operating instructions into computers to adjust and start welding machines.
- Enter, store, and retrieve information on computer-aided equipment.
- Input production job settings into workstation terminals that control automated printing systems.
- Key in processing instructions to program electronic equipment.
- Type instructions on computer keyboards, push buttons to activate computer programs, or manually set cutting guides, clamps, and knives.
- Manipulate valves, switches, and buttons, or key commands into control panels to start semiconductor processing cycles.
- Insert control instructions into machine control units to start operation.
- Enter coordinates of hole locations into program memories by depressing pedals or buttons of programmers.
- Enter, position, and alter text size, using computers, to make up and arrange pages so that printed materials can be produced.
- Input initial part dimensions into machine control panels.
- Enter computer commands to store or retrieve parts patterns, graphic displays, or programs that transfer data to other media.
- Transfer commands from servers to computer numerical control (CNC) modules, using computer network links.
- Implement changes to machine programs, and enter new specifications, using computers.
- Enter commands or load control media, such as tapes, cards, or disks, into machine controllers to retrieve programmed instructions.
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 work done in software, and what it costs.
Work already inside a computer needs scoped access, not a new product, so start with the assistant you are already paying for. n8n is free if you host it yourself and is the cheapest way to leave something running unattended.
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
8 occupations in the O*NET database perform this activity. Each one has a full breakdown of its other tasks.
- Computer Numerically Controlled Tool Operators
- Computer Numerically Controlled Tool Programmers
- Cutting and Slicing Machine Setters, Operators, and Tenders
- Prepress Technicians and Workers
- Printing Press Operators
- Semiconductor Processing Technicians
- Textile Bleaching and Dyeing Machine Operators and Tenders
- Welding, Soldering, and Brazing Machine Setters, Operators, and Tenders
Work that goes with it
O*NET groups these under “Program computer systems or production equipment”. In practice they tend to be done by the same person, in the same sitting.
| Activity | Jobs |
|---|---|
| Write computer programming code | 17 |
| Program equipment to perform production tasks | 15 |
| Program robotic equipment | 4 |
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.