Verify information or specifications
Most of the output can be produced by software today.
Software can pull the data, run the comparison and write up what it found. The accuracy depends almost entirely on whether it is wired into the real system of record rather than a stale copy, which is the problem the tools and auth layer exists to solve.
| How automatable | Mostly automatable |
|---|---|
| Kind of work | Analysis and evaluation work |
| Jobs that do it | 18 occupations |
| Tool categories that apply | Builders, Tools and auth |
| O*NET activity | Processing Information (4.A.2.a.2) |
What this looks like on the job
Not our paraphrase. These are real task statements recorded against this activity, spread across the 18 occupations that perform it.
- Review, evaluate, and approve specifications for issuing and awarding bids.
- Verify that property matches legal descriptions or certifications.
- Review forensic analysts' reports for technical merit.
- Read documentation to confirm the identity of the deceased.
- Measure and verify levels of rock or gravel, bases, or other excavated material.
- Measure, weigh, or verify levels of rock, gravel, or other excavated material to prevent equipment overloads.
- Perform database verifications, using computers.
- Compare encoded tapes or computer printouts with original part specifications and blueprints to verify accuracy of instructions.
- Check specifications of materials loaded or unloaded against information contained in work orders.
- Maintain or verify records of time, materials, expenditures, or crew activities.
- Inspect passenger tickets to verify information and to obtain destination information.
- Collect delivery instructions from appropriate sources, verifying instructions and routes.
- Verify the contents of inventory loads against shipping papers.
- Verify accuracy of timekeeping instruments with engineers to ensure trains depart on time.
- Stand by wheels when ships are on automatic pilot, and verify accuracy of courses, using magnetic compasses.
- Count and verify tickets and seat reservations and record numbers of passengers boarding and disembarking.
- Determine load weights and check them against lifting capacities to prevent overload.
- Verify tank car, barge, or truck load numbers to ensure car placement accuracy based on written or verbal instructions.
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 analysis and evaluation work, and what it costs.
Start in the assistant with an export of the real data, because the accuracy problem here is a stale copy rather than a weak model. Make, at $9 a month, is the cheapest way to put the pull on a schedule once the analysis is worth repeating.
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
Step-by-step workflows that name this activity, with the prompts to paste and what to keep for yourself.
Others for analysis and evaluation work
Who does this work
18 occupations in the O*NET database perform this activity. Each one has a full breakdown of its other tasks.
- Appraisers of Personal and Business Property
- Computer Numerically Controlled Tool Programmers
- Crane and Tower Operators
- Crematory Operators
- Excavating and Loading Machine and Dragline Operators, Surface Mining
- First-Line Supervisors of Helpers, Laborers, and Material Movers, Hand
- First-Line Supervisors of Material-Moving Machine and Vehicle Operators
- Flight Attendants
- Forensic Science Technicians
- Heavy and Tractor-Trailer Truck Drivers
- Light Truck Drivers
- Loading and Moving Machine Operators, Underground Mining
- Passenger Attendants
- Purchasing Managers
- Railroad Conductors and Yardmasters
- Sailors and Marine Oilers
- Tank Car, Truck, and Ship Loaders
- Telecommunications Equipment Installers and Repairers, Except Line Installers
Work that goes with it
O*NET groups these under “Evaluate the quality or accuracy of data”. 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.