Reconcile records of sales or other financial transactions
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 | 8 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 8 occupations that perform it.
- Calculate and record department expenses and revenue.
- Count money in cash drawers at the beginning of shifts to ensure that amounts are correct and that there is adequate change.
- Count money and audit money drawers.
- Open and close cash registers, performing tasks such as counting money, separating charge slips, coupons, and vouchers, balancing cash drawers, and making deposits.
- Resolve discrepancies in accounting records.
- Reconcile or note and report discrepancies found in records.
- Count funds and reconcile daily summaries of transactions to balance books.
- Prepare and balance period-end reports, and reconcile issued payrolls to bank statements.
- Calculate total payments received during a time period, and reconcile this with total sales.
- Reconcile daily summaries of transactions to balance books.
- Compare previously prepared bank statements with canceled checks and reconcile discrepancies.
- Reconcile records of bank transactions.
- Balance cash and payroll accounts.
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
8 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 “Reconcile financial data”. In practice they tend to be done by the same person, in the same sitting.
| Activity | Jobs |
|---|---|
| Prepare cash for deposit or disbursement | 8 |
| Balance receipts | 5 |
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.