Format digital documents, data, or images
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 | 3 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 3 occupations that perform it.
- Package bioinformatics data for submission to public repositories.
- Electronically sort and compile text and numerical data, retrieving, updating, and merging documents as required.
- Operate desktop publishing software and equipment to design, lay out, and produce camera-ready copy.
- Reformat documents, moving paragraphs or columns.
- Enter text into computer keyboard and select the size and style of type, column width, and appropriate spacing for printed materials.
- Adjust settings for format, page layout, line spacing, and other style requirements.
- Position text and art elements from a variety of databases in a visually appealing way to design print or web pages, using knowledge of type styles and size and layout patterns.
- Edit graphics and photos, using pixel or bitmap editing, airbrushing, masking, or image retouching.
- Prepare sample layouts for approval, using computer software.
- Convert various types of files for printing or for the Internet, using computer software.
- Create special effects such as vignettes, mosaics, and image combining, and add elements such as sound and animation to electronic publications.
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
3 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 “Process digital or online data”. 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.