Record research or operational data
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 | 22 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 22 occupations that perform it.
- Maintain accurate laboratory records and data.
- Maintain laboratory notebooks that record research methods, procedures, and results.
- Enter local soil, water, or other environmental data into adaptive or Web-based decision tools to identify appropriate analyses or techniques.
- Study and document quantities, distribution, disposition, and development of underground and surface waters.
- Organize and maintain geospatial data and associated documentation.
- Review, classify, and record survey data in preparation for computer analysis.
- Document patient information including session notes, progress notes, recommendations, and treatment plans.
- Prepare, maintain and update files and records, including land use data and statistics.
- Record the exact locations and conditions of artifacts uncovered in diggings or surveys, using drawings and photographs as necessary.
- Record data pertaining to experimentation, research, or animal care.
- Document and maintain records of precision agriculture information.
- Maintain records of testing results or other documents as required by state or other governing agencies.
- Input data into databases.
- Record test data and prepare reports, summaries, or charts that interpret test results.
- Compile, log, or record testing or operational data for review and further analysis.
- Enter data into computers to record characteristics of nuclear events or to locate coordinates of particles.
- Perform data entry and other clerical work as required for project completion.
- Map forest tract data using digital mapping systems.
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
22 occupations in the O*NET database perform this activity. Each one has a full breakdown of its other tasks.
- Agricultural Technicians
- Anthropologists and Archeologists
- Biological Technicians
- Clinical and Counseling Psychologists
- Conservation Scientists
- Environmental Science and Protection Technicians, Including Health
- Food Science Technicians
- Forensic Science Technicians
- Forest and Conservation Technicians
- Geneticists
- Geological Technicians, Except Hydrologic Technicians
- Hydrologists
- Molecular and Cellular Biologists
- Museum Technicians and Conservators
- Nuclear Monitoring Technicians
- Precision Agriculture Technicians
- Quality Control Analysts
- Remote Sensing Scientists and Technologists
- Remote Sensing Technicians
- Social Science Research Assistants
- Survey Researchers
- Urban and Regional Planners
Work that goes with it
O*NET groups these under “Maintain operational records”. 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.