Maintain medical or professional knowledge
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.
| How automatable | Mostly automatable |
|---|---|
| Kind of work | Research and retrieval work |
| Jobs that do it | 31 occupations |
| Tool categories that apply | Web, data and docs, Generalist agents |
| O*NET activity | Updating 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 31 occupations that perform it.
- Participate in seminars, workshops, or other professional activities to keep abreast of developments in anesthesiology.
- Participate in professional development activities, such as reading literature, continuing education, attending conferences, and collaborating with colleagues.
- Participate in conferences, training, continuing education courses, or publish research results to share knowledge of new hearing or speech disorder treatment methods or technologies.
- Review research or literature in art therapy, psychology, or related disciplines.
- Apply selected research findings to practice.
- Attend lectures, conferences, or continuing education courses.
- Read current literature, talk with colleagues, and participate in professional organizations or conferences to keep abreast of developments in acute care.
- Participate in activities aimed at professional growth and development, including conferences or continuing education activities.
- Participate in professional organizations and continuing education to improve practice knowledge and skills.
- Read current literature, talk with colleagues, or participate in professional organizations or conferences to keep abreast of developments in nursing.
- Read current literature, talk with colleagues, and participate in professional organizations or conferences to keep abreast of developments in nursing.
- Read current literature, talk with colleagues, or participate in professional organizations or conferences to keep abreast of developments in midwifery.
- Participate in conferences or training to update or share knowledge of new hearing or balance disorder treatment methods or technologies.
- Read current literature, talk with colleagues, and participate in professional organizations or conferences to keep abreast of developments in dermatology.
- Participate in continuing education activities to maintain and expand competence.
- Read current literature, talk with colleagues, or participate in professional organizations or conferences to keep abreast of developments in pathology.
- Teach, take continuing education classes, attend conferences or seminars, or conduct research and publish findings to increase understanding of mental, emotional, or behavioral states or disorders.
- Participate in continuing education activities to maintain and develop expertise.
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.
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.
Generalist agents
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
31 occupations in the O*NET database perform this activity. Each one has a full breakdown of its other tasks.
- Acute Care Nurses
- Advanced Practice Psychiatric Nurses
- Allergists and Immunologists
- Anesthesiologist Assistants
- Art Therapists
- Audiologists
- Clinical Nurse Specialists
- Critical Care Nurses
- Cytotechnologists
- Dermatologists
- Emergency Medical Technicians
- Genetic Counselors
- Hearing Aid Specialists
- Hospitalists
- Low Vision Therapists, Orientation and Mobility Specialists, and Vision Rehabilitation Therapists
- Medical Records Specialists
- Music Therapists
- Naturopathic Physicians
- Neurodiagnostic Technologists
- Neurologists
- Nurse Anesthetists
- Nurse Midwives
- Nurse Practitioners
- Orthotists and Prosthetists
- Paramedics
- Physicians, Pathologists
- Psychiatrists
- Radiologists
- Speech-Language Pathologists
- Sports Medicine Physicians
- Veterinarians
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.
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.