Accounting

Accounting environments train your model to work through ledgers, statements, and supporting documents. This example follows a month-end close from raw entries to reconciled accounts.

In development

Example task

Month-end close

Conceptual example

Receive the books

Entries, statements, and support

Reconcile accounts

Match each balance to its support

Close the period

Statements tie out

What the task measures.

Score whether every account reconciles and the statements tie out. Record each entry the model posted and each document it relied on.

Totals can balance while individual entries are wrong. Checking each reconciliation against its support tests whether the model did the work correctly.

Work with Kimpton.

Engagements are custom. We agree on the task, inputs, outcomes, and rewards before we build the environment.