Create technology-based learning materials

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.

Key facts about this work activity
How automatableMostly automatable
Kind of workRecording, documentation and administration
Jobs that do it22 occupations
Tool categories that applyTools and auth, Builders
O*NET activityDocumenting/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.

  • Develop and maintain course Web sites.
  • Develop and use multimedia course materials and other current technology, such as online courses.
  • Develop and teach online courses.
  • Develop and maintain Web pages for teaching-related purposes.
  • Develop, maintain, and teach online courses.
  • Develop teaching aids, such as instructional software, multimedia visual aids, or study materials.
  • Use computers, audio-visual aids, and other equipment and materials to supplement presentations.
  • Present information in audio-visual or interactive formats, using computers, television, audio-visual aids, or other equipment, materials, or technologies.
  • Present information in audio-visual or interactive formats, using computers, televisions, audio-visual aids, or other equipment, materials, or technologies.
  • Design instructional aids for stand-alone or instructor-led classroom or online use.
  • Develop teaching materials, such as syllabi, visual aids, answer keys, supplementary notes, or course Web sites.
  • Design learning products, including Web-based aids or electronic performance support 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.

Our pickFrom $9/mo · one upgrade when you outgrow it

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.

Tools and auth

Free tier
Custom
Free tier
Custom

Builders

n8n
Free self-host
From $29.99/mo
From $19.99/mo
From $29/mo

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.

Work that goes with it

O*NET groups these under “Prepare informational or instructional materials”. In practice they tend to be done by the same person, in the same sitting.

Related work activities
ActivityJobs
Develop instructional materials44
Modify teaching methods or materials to accommodate student needs16
Write informational material13
Document lesson plans12
Develop training materials10
Prepare healthcare training materials8
Prepare informational or reference materials6
Organize informational materials5

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.