Guide-linked quiz · Medium Level
AI Expense Report Auditing Quiz
Tests receipt and card-feed matching, cross-employee duplicate detection, and the limits of spotting AI-generated fake receipts in expense audits.
Question 1 of 8
According to the guide, what is the strongest defense against fabricated expense receipts?
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Answers and explanations appear as you take the quiz.
- According to the guide, what is the strongest defense against fabricated expense receipts?
- An AI-image detector run on every receipt
- Asking employees to sign a declaration
- Corroborating claims with independent data, above all the corporate card feed
- Requiring receipts to be printed on paper
- Why is C2PA provenance metadata a limited way to catch AI-generated receipts?
- It is easily removed by taking a screenshot or re-saving the file
- It only works on paper receipts
- It is illegal to read it
- It identifies the employee rather than the image source
- Two colleagues submit the same dinner receipt as different files. Which technique lets the system match slightly different copies of the image?
- Per-diem lookup by city
- Perceptual hashing of receipt images
- Mileage estimation
- Currency conversion
- What capability lets the system reimburse a hotel room while excluding minibar and movie charges?
- Card-feed matching
- Peer comparison
- Perceptual hashing
- Line-item extraction from the hotel folio
- How does AI auditing change coverage compared with traditional manual expense audits?
- It audits only reports above a set amount
- It can review every report and send only flagged ones to people
- It removes the need for any expense policy
- It reviews reports only once a year
- Why must matching receipts to card transactions be fuzzy rather than exact?
- Card statement merchant descriptors often differ from receipt names, and totals can differ by tips or conversion
- Card data is always missing dates
- Receipts never include totals
- Banks encrypt merchant names
- When scoring risk, who does the guide say an employee's spending should be compared with?
- The company's chief executive
- The national average for all workers
- Employees in the same role and location
- Last year's budget only
- How should an expense flag be treated, according to the guide?
- As proof of fraud
- As grounds for automatic termination
- As a reason to cancel the employee's card
- As a prompt for review, since many flags have innocent explanations
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