Audit Lab
Where receipt evidence gets stress-tested
A thematic studio for financial auditing practice focused on receipts and reimbursements — packets, traps, and quiet critique.
What happens in the Lab
Each session opens a sealed-style claim packet: images, OCR dumps, policy excerpts, and a partial audit trail. You decide sample scope, mark exceptions, and defend the write-up to a peer who has not seen your notes.
We intentionally seed OCR overconfidence, bilingual vendor names, and tip lines that vanish between photo and export. The Lab is not a product demo; it is rehearsal for the messy middle of reimbursement review.
Lab stations
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False-clear station
High OCR confidence receipts that still break policy — practice overriding the green light.
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Alias desk
Vendor masters with near-duplicates; map clusters before recommending recovery.
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Narrative table
Turn a pile of flags into one coherent finding for a controller who has ten minutes.