Finance workflows
Money-related records that must reconcile: cash flow, payment terms and the figures derived from them.
This page defines a category, not the evaluated scope of a release. See the release coverage for capabilities actually assessed. All categories
Systems and records
- Cash-flow records and payment terms
- Evidence with a date, where only information up to a cutoff may be used
What the tasks involve
- Read financial records and report totals, counts and findings that match the source rows
- Answer questions about a period using only evidence available up to that period's cutoff
Roles and handoffs
Tasks are posed from a defined role, and the role's permissions apply. A question that only needs reading is answered correctly only if nothing is written.
What a correct outcome means
Reported figures equal the figures recomputed from the source records, and no record changes unless the task requires it.
How it is checked
The checker recomputes totals and counts from the raw records and reads the stored state to detect changes the task did not request. Unranked diagnostics may use a disclosed model judge to compare the answer with those expected facts.
What this category does not test
- Accounting judgement, audit opinions or tax advice
- Real bank, ERP or payment systems
- Quality of written commentary; only checkable outcomes count
Frequently asked questions
- What does the GeistBench Finance workflows category test?
- Money-related records that must reconcile: cash flow, payment terms and the figures derived from them.
- How are Finance workflows tasks graded?
- The checker recomputes totals and counts from the raw records and reads the stored state to detect changes the task did not request. Unranked diagnostics may use a disclosed model judge to compare the answer with those expected facts.
- What does the Finance workflows category not test?
- Accounting judgement, audit opinions or tax advice. Real bank, ERP or payment systems. Quality of written commentary; only checkable outcomes count.
- Where are the Finance workflows scores?
- Category scores are published per release on the GeistBench leaderboard, with 95% intervals. This page does not repeat them. A release may not include every category; then the category has no score in that release.