Write operational 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 | 8 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 8 occupations that perform it.
- Write reports.
- Complete administrative paperwork or supervise the preparation or maintenance of records, forms, or reports.
- Maintain logs, prepare reports, and direct the preparation, handling, and maintenance of departmental records.
- Perform administrative duties, such as compiling and maintaining records, completing forms, preparing reports, or composing correspondence.
- Write detailed reports of fire inspections performed, fire code violations observed, and corrective recommendations offered.
- Maintain records of evidence and write and review reports.
- Write reports of activities, and maintain files of impoundments and dispositions of animals.
- Write reports of daily activities and irregularities, such as equipment or property damage, theft, presence of unauthorized persons, or unusual occurrences.
- Direct investigation of cases of suspected arson, hazards, and false alarms and submit reports outlining findings.
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
8 occupations in the O*NET database perform this activity. Each one has a full breakdown of its other tasks.
- Animal Control Workers
- Fire Inspectors and Investigators
- First-Line Supervisors of Correctional Officers
- First-Line Supervisors of Firefighting and Prevention Workers
- First-Line Supervisors of Police and Detectives
- Occupational Health and Safety Specialists
- Police Identification and Records Officers
- Security Guards
Work that goes with it
O*NET groups these under “Prepare reports of operational or procedural activities”. 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.