Troubleshoot issues with computer applications or systems
Most of the output can be produced by software today.
Work that already happens inside a computer is the easiest to hand over, because the agent and the worker are operating in the same place. The constraint is permissions rather than capability: the agent needs its own scoped access, not a borrowed password.
| How automatable | Mostly automatable |
|---|---|
| Kind of work | Work done in software |
| Jobs that do it | 13 occupations |
| Tool categories that apply | Tools and auth, Builders |
| O*NET activity | Working with Computers (4.A.3.b.1) |
What this looks like on the job
Not our paraphrase. These are real task statements recorded against this activity, spread across the 13 occupations that perform it.
- Troubleshoot program and system malfunctions to restore normal functioning.
- Plan, install, repair, or troubleshoot telehealth technology applications or systems in homes.
- Confer with users to discuss issues such as computer data access needs, security violations, and programming changes.
- Troubleshoot network or connectivity problems for users or user groups.
- Provide user support by diagnosing network and device problems and implementing technical or procedural solutions.
- Provide or coordinate troubleshooting support for data warehouses.
- Diagnose, troubleshoot, and resolve hardware, software, or other network and system problems, and replace defective components when necessary.
- Identify, analyze, and document problems with program function, output, online screen, or content.
- Identify problems uncovered by testing or customer feedback, and correct problems or refer problems to appropriate personnel for correction.
- Confer with users to analyze, configure, or troubleshoot applications.
- Troubleshoot security and network problems.
- Observe the current system in operation, and gather and analyze information about each of the component problems, using a variety of sources.
- Perform routine system administrative functions, such as troubleshooting, back-ups, or upgrades.
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 work done in software, and what it costs.
Work already inside a computer needs scoped access, not a new product, so start with the assistant you are already paying for. n8n is free if you host it yourself and is the cheapest way to leave something running unattended.
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
13 occupations in the O*NET database perform this activity. Each one has a full breakdown of its other tasks.
- Bioinformatics Technicians
- Computer Network Support Specialists
- Computer Systems Analysts
- Data Warehousing Specialists
- Geographic Information Systems Technologists and Technicians
- Health Informatics Specialists
- Information Security Analysts
- Information Security Engineers
- Network and Computer Systems Administrators
- Operations Research Analysts
- Software Quality Assurance Analysts and Testers
- Telecommunications Engineering Specialists
- Web and Digital Interface Designers
Work that goes with it
O*NET groups these under “Resolve computer problems”. In practice they tend to be done by the same person, in the same sitting.
| Activity | Jobs |
|---|---|
| Resolve computer software problems | 7 |
| Resolve computer network problems | 3 |
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.