Type Safe
Official datasetProvider-published evidence

WorkflowEvals Invoice Processing

A 150-case dataset for invoice approval and fraud-triage decisions under three policy settings.

The official EvalSafe dataset separates workflow cases, question instances, and model run results so evaluators can inspect both source inputs and action-level outputs.

Publisher
TypeSafe AI
Published or submitted
Not specified by the source
Last verified
October 8, 2026

Type Safe catalogs sources and evidence boundaries. Provider datasets and third-party preprints do not become an independent leaderboard.

Key facts

Cases
150
Question instances
6,874
Published run results
1,350
License
Apache-2.0

Task and scope

Invoice approval and fraud triage under three policies.

Dataset schema

cases · questions · run_results · 8,374 rows

Evaluation metrics

exact_actions · primary_action

Dataset license

Apache-2.0

Method and usage

  • The workflow asks models to approve, reject, flag, or escalate invoice cases under three policy configurations.
  • Published results can be compared by exact action-set agreement and primary-action agreement where applicable.

Limitations and evidence boundaries

  • Policy-conditioned synthetic or curated cases do not cover every accounting system, fraud pattern, or jurisdiction.
  • Viewer row totals combine different schema groups and must not be interpreted as independent cases.

Primary sources

Related pages