Update knowledge about emerging industry or technology trends

Most of the output can be produced by software today.

An agent can find, read and summarise the sources this work depends on, and it can cover far more of them than a person would ever open. What it does not do is decide which sources deserve trust, or what the findings mean for your situation.

Key facts about this work activity
How automatableMostly automatable
Kind of workResearch and retrieval work
Jobs that do it21 occupations
Tool categories that applyWeb, data and docs, Generalist agents
O*NET activityUpdating and Using Relevant Knowledge (4.A.2.b.3)

What this looks like on the job

Not our paraphrase. These are real task statements recorded against this activity, spread across the 21 occupations that perform it.

  • Keep informed regarding pending industry changes, trends, or best practices.
  • Keep abreast of government regulations and emerging Web technology to ensure regulatory compliance by reviewing current literature, talking with colleagues, participating in educational programs, attending meetings or workshops, or participating in professional organizations or conferences.
  • Read current literature, talk with colleagues, and participate in professional organizations or conferences to keep abreast of developments in informatics.
  • Monitor current reports of computer viruses to determine when to update virus protection systems.
  • Monitor industry Web sites or publications for information about patches, releases, viruses, or potential problem identification.
  • Read trade magazines and technical manuals, or attend conferences and seminars to maintain knowledge of hardware and software.
  • Visit vendors, attend conferences or training sessions, or study technical journals to keep up with changes in technology.
  • Keep abreast of changes in industry practices and emerging telecommunications technology by reviewing current literature, talking with colleagues, participating in educational programs, attending meetings or workshops, or participating in professional organizations or conferences.
  • Research new technologies by attending seminars, reading trade articles, or taking classes, and implement or recommend the implementation of new technologies.
  • Maintain understanding of current Web technologies or programming practices through continuing education, reading, or participation in professional conferences, workshops, or groups.
  • Keep abreast of game design technology and techniques, industry trends, or audience interests, reactions, and needs by reviewing current literature, talking with colleagues, participating in educational programs, attending meetings or workshops, or participating in professional organizations or conferences.
  • Monitor Web developments through continuing education, reading, or participation in professional conferences, workshops, or groups.
  • Read current literature, talk with colleagues, continue education, or participate in professional organizations or conferences to keep abreast of developments in Geographic Information Systems (GIS) technology, equipment, or systems.
  • Keep abreast of developments in document management technologies and techniques by reviewing current literature, talking with colleagues, participating in educational programs, attending meetings or workshops, or participating in professional organizations or conferences.
  • Maintain knowledge in the field by reading professional journals, talking with other mathematicians, and attending professional conferences.
  • Examine theories, such as those of probability and inference, to discover mathematical bases for new or improved methods of obtaining and evaluating numerical data.
  • Read current literature, attend meetings or conferences, and talk with colleagues to keep abreast of methodological or conceptual developments in fields such as biostatistics, pharmacology, life sciences, and social sciences.
  • Communicate with customers, competitors, suppliers, professional organizations, or others to stay abreast of industry or business trends.

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 research and retrieval work, and what it costs.

Our pickFrom $20/mo · one upgrade when you outgrow it
ClaudeStart hereLong-context assistant with computer use, plus Claude Code for engineering work.From $20/moFirecrawlWhen you outgrow itTurns any site into clean model-ready markdown, with crawling and extraction.From $16/mo

Research is the one shape of work that needs no integration at all, so a single $20 assistant with browsing is the whole stack. Add a crawler only once you are pulling hundreds of pages on a schedule rather than reading a few.

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.

Web, data and docs

Exa
Usage-based
Tavily
From $30/mo
Context.dev
From $25/mo
Browserbase
Usage-based

Generalist agents

ChatGPT (agent mode)
From $20/mo
Gemini
From $20/mo
Manus
From $20/mo
Genspark
From $24.99/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.

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.

Segment a messy listTurn your single email list into targeted segments that people actually want to receiveEmail marketing · 8 stepsReceipts to a filed claimTurn camera-roll receipts into a submitted expense claim with categorised line items and attached proof.Money · 8 stepsResearch an account firstGenerate a one-page account brief before every call so you spend the meeting on what matters, not what Google already knows.Sales · 8 steps

Who does this work

21 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 “Maintain current knowledge in area of expertise”. In practice they tend to be done by the same person, in the same sitting.

Related work activities
ActivityJobs
Attend training sessions or professional meetings to develop or maintain professional knowledge56
Research topics in area of expertise46
Stay informed about current developments in field of specialization41
Maintain medical or professional knowledge31
Maintain knowledge of current developments in area of expertise19
Maintain professional knowledge or certifications19
Review professional literature to maintain professional knowledge18
Update technical knowledge16

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.