How do I tell if cash matching fits the simulated environment I am building?

Use this list to decide whether cash matching is a good fit for the environment you are building, and test your answers in a pilot before committing to a larger release.

- Your agents act through tools that write to a store, not only produce text. - You need outcomes verifiable from state, such as balances, statuses and audit rows. - You want tasks where the correct answer is to pause, hold or escalate. - Your environment can model several linked record types: payers, invoices, credit notes, payments and cases. - You can reset to a known state between episodes so runs can be compared. - You can represent policy as readable text, structured thresholds, or both. - You are prepared to inspect generated records for grounding and disclosure risk before use.

If you tick most of these, the workflow gives you dense, checkable state changes concentrated in a small number of tables. Each tool call has a visible effect, and each episode ends in a state you can compare against a reference.

If you tick few, a narrower document-extraction task pack may fit better, because it needs no writable ledger. Scope the fit with MirrorFirm in a pilot rather than assuming it.