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AI-Forward Finance Engineering1 / 2

1 min lesson

Test the financial logic

Work through the cases in "Test the financial logic", pairing each signal with the move that fits.

Step 1 of 2

Test the financial logicwhere finance engineering earns its keep

Unit tests for rating & rev-rec

A usage-rating function and an ASC 606The US revenue-recognition standard; cited as the canonical judgment-heavy accounting work to keep human-led rather than hand to an agent, because facts and circumstances vary deal to deal. Press Enter for the full definition. allocation are pure logic with right answers.

Fixture a contract, assert the schedule and the invoice line.

Edge cases earn tests: mid-period upgrades, true-ups, refunds.

Reconciliation as a test

Sum of subledger should tie to GL; metered usage should tie to billed usage.

Run these continuously, not only at close.

A failing recon is a failing build, surfaced before an auditor finds it.

Data fixtures are the unglamorous enabler. A small library of representative contracts, usage records and payments lets every test run deterministically and lets you reproduce a production bug in the sandbox instead of guessing.

Say it like this

“I treat the billing config as a codebase. Everything lives in Git, every change is a reviewed PR that runs unit tests and a reconciliation suite in CI and we promote sandbox to staging to prod under change control. That gives me velocity and an audit trail from the same workflow - the review that protects the close is the same review that catches bugs.”