[PROPOSED EVALUATIONS]
Working capital evaluation protocol
Definitions, monthly coverage, mapping consistency, and handling of seasonal movements.
Proposed evaluation only. No public dataset, completed benchmark run, ranked models, or measured results are available for these tracks.
Proposed evaluation
Test mapping consistency, reconciliation to the trial balance, period completeness, and correct propagation of exclusions. Include seasonal cases and cases with rapid growth so an annual average is not treated as automatically representative. Arithmetic can have an exact reference; a negotiated target generally cannot. No target recommendation or evaluation results are provided.
Before reporting results
Publish the task definition, data permissions, source coverage, reference-label process, metrics, denominators, and limitations. Separate calculation correctness from professional judgment and disclose unresolved disagreement.