AI in Claims Processing Quiz

Answers and explanations appear as you take the quiz.

1. What does 'straight-through processing' mean in claims handling?
   • Automatically approving simple, low-risk claims without manual review
   • Sending every claim to a senior manager
   • Processing claims only on weekdays
   • Mailing physical checks to all claimants
2. What did a 2018 visual-evidence car-claims paper use computer vision to do?
   • Guarantee a complete repair estimate from any phone photo
   • Locate vehicle-damage regions and combine local and global image features for claim anti-fraud analysis
   • Approve every claim without policy checks
   • Predict a claimant’s future driving behavior from audio
3. What is the role of OCR and NLP at the start of the claims pipeline?
   • Encrypting the insurer's website
   • Calculating the company's annual profit
   • Extracting structured data from receipts, reports, and forms
   • Designing the claims mobile app interface
4. Which of these is a red flag a fraud-detection model might catch?
   • A claim filed during business hours
   • A claimant who has a valid policy
   • A claim for a small, well-documented amount
   • The same damage photo submitted across multiple different claims
5. What time did Lemonade report for one specific AI Jim claim in its company blog?
   • Three seconds
   • Less than one second
   • Thirty seconds
   • Three minutes
6. Why retain human review for disputed or high-impact insurance claims?
   • Because automated systems can never process a document
   • To examine context and reduce the risk of an automated error causing an adverse outcome
   • To ensure that every claim is denied
   • Because a human review guarantees the claim is valid
7. What should happen when OCR extracts uncertain information from a claim form?
   • Treat every extracted field as error-free
   • Delete the original document immediately
   • The fields should be validated or routed for correction before they drive a decision
   • Automatically deny the claim
8. What is a limitation of estimating vehicle damage from submitted photos?
   • Photos always reveal internal mechanical damage
   • A visual estimate determines coverage under every policy
   • Image models eliminate the need to inspect uncertain cases
   • Images may not show all damage needed for a complete repair assessment