Design industrial processing systems
Most of the output can be produced by software today.
Producing the draft is the single thing current models are best at, and it needs no integration at all: a prompt and a couple of reference documents are enough. A person still edits it and takes responsibility for what goes out.
| How automatable | Mostly automatable |
|---|---|
| Kind of work | Drafting and content production |
| Jobs that do it | 12 occupations |
| Tool categories that apply | Generalist agents, Builders |
| O*NET activity | Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment (4.A.3.b.2) |
What this looks like on the job
Not our paraphrase. These are real task statements recorded against this activity, spread across the 12 occupations that perform it.
- Develop or enforce procedures for normal operation of manufacturing systems.
- Design food processing plants and related mechanical systems.
- Design and plan layout of equipment.
- Design water distribution systems for potable or non-potable water.
- Develop sustainable manufacturing technologies to reduce greenhouse gas emissions, minimize raw material use, replace toxic materials with non-toxic materials, replace non-renewable materials with renewable materials, or reduce waste.
- Design processing plants and equipment.
- Research, design, evaluate, install, operate, or maintain mechanical products, equipment, systems or processes to meet requirements.
- Design engineering systems for the automation of industrial tasks.
- Develop or implement microelectromechanical systems (MEMS) processing tools, fixtures, gages, dies, molds, or trays.
- Develop photonics sensing or manufacturing technologies to improve the efficiency of manufacturing or related processes.
- Design automated robotic systems to increase production volume or precision in high-throughput operations, such as automated ribonucleic acid (RNA) analysis or sorting, moving, or stacking production materials.
- Develop manufacturing infrastructure to integrate or deploy new manufacturing processes.
- Design pumping systems, pumping stations, pipelines, force mains, or sewers for the collection of wastewater.
- Incorporate new manufacturing methods or processes to improve existing operations.
- Design integrated mechanical or alternative systems, such as mechanical cooling systems with natural ventilation systems, to improve energy efficiency.
- Devise microelectromechanical systems (MEMS) production methods, such as integrated circuit fabrication, lithographic electroform modeling, or micromachining.
- Design robotics applications for manufacturers of green products, such as wind turbines or solar panels, to increase production time, eliminate waste, or reduce costs.
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 drafting and content production, and what it costs.
Drafting needs no tools, no integration and no platform. One $20 assistant and two reference documents beat any agent builder here, and every extra thing in this stack is cost with nothing behind it.
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
12 occupations in the O*NET database perform this activity. Each one has a full breakdown of its other tasks.
Work that goes with it
O*NET groups these under “Design industrial systems 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.