Prepare analytical reports
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 | 10 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 10 occupations that perform it.
- Produce data layers, maps, tables, or reports, using spatial analysis procedures or Geographic Information Systems (GIS) technology, equipment, or systems.
- Write audit reports to communicate technical and procedural findings and recommend solutions.
- Communicate project information through presentations, technical reports, or white papers.
- Prepare project status reports by collecting, analyzing, and summarizing information and trends.
- Disseminate research by writing reports, publishing papers, or presenting at professional conferences.
- Report results of statistical analyses in peer-reviewed papers and technical manuals.
- Prepare articles for publication or presentation at professional conferences.
- Create graphs, charts, or other visualizations to convey the results of data analysis using specialized software.
- Generate standard or custom reports summarizing business, financial, or economic data for review by executives, managers, clients, and other stakeholders.
- Prepare data analysis listings and activity, performance, or progress reports.
- Report results of statistical analyses, including information in the form of graphs, charts, and tables.
- Write detailed analysis plans and descriptions of analyses and findings for research protocols or reports.
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
10 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 “Present research or technical information”. 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.