Five categories of enterprise work
These five categories are the benchmark taxonomy, not a claim that all five have published results. Each release lists its actual categories and capability coverage. The overall score averages the included categories; a configuration missing an included category has no overall score.
What this release evaluates
Business categories group tasks. They do not establish which product capabilities were tested. Coverage below refers only to this release's published evidence.
Categories included in this release: Tool reliability.
| Capability | Published evidence | What the evidence supports |
|---|---|---|
| Tool argument adherence | Published diagnostic only | Coached checks with supplied arguments. These do not establish end-to-end workflow ability. |
| World Map writes | Not reported | Capability-specific coverage is unavailable. Neither evaluation nor absence of evaluation can be inferred. |
| End-to-end World Map editing | Not evaluated in this release | This capability is outside the release's evaluated scope. |
| Video tool workflows | Not evaluated in this release | This capability is outside the release's evaluated scope. |
| Video understanding quality | Not evaluated in this release | This capability is outside the release's evaluated scope. |
Planned or implemented checks describe evaluation readiness. Executed means a run has retained evidence; validated means that evidence passed its review gates; published means approved results appear in a release. None of these states is inferred here from a category name or the presence of code.
Finance workflows
Money-related records that must reconcile: cash flow, payment terms and the figures derived from them.
What this category tests →Operations & logistics
Operational records across procurement, logistics and scheduling, and the flows between sites and partners.
What this category tests →Process modelling
Process models, process-mining event logs and the analyses built on them, graded only where the outcome can be checked by code.
What this category tests →Org & governance
Organisation structure, ownership, membership and permissions: who owns what, and who may change it.
What this category tests →Tool reliability
Whether an agent uses tools correctly: picks the right tool, calls it validly, recovers from errors, and declines what the tools cannot do.
What this category tests →
These pages explain the categories. Scores for each release are on the leaderboard. See scores on the leaderboard