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Safe AI in Insurance: Pricing, Underwriting and Claims Automation Under Scrutiny

Where AI Is Used Across Pricing, Underwriting, Claims and Fraud

Quiz: Where AI Is Used Across Pricing, Underwriting, Claims and Fraud

Why Insurance Pricing Draws Regulatory Attention

Quiz: Why Insurance Pricing Draws Regulatory Attention

Proxy Discrimination and Prohibited Rating Factors

Quiz: Proxy Discrimination and Prohibited Rating Factors

Fair Value and Product Governance for Automated Products

Quiz: Fair Value and Product Governance for Automated Products

Underwriting Models: Data Sources, Consent and Accuracy

Quiz: Underwriting Models: Data Sources, Consent and Accuracy

Health and Life Underwriting and Special Category Data

Quiz: Health and Life Underwriting and Special Category Data

Telematics, Behavioural Data and Customer Transparency

Quiz: Telematics, Behavioural Data and Customer Transparency

Claims Triage, Automated Settlement and Customer Detriment

Quiz: Claims Triage, Automated Settlement and Customer Detriment

Fraud Models: Investigation Thresholds and Customer Impact

Quiz: Fraud Models: Investigation Thresholds and Customer Impact

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Quiz: Fraud Models: Investigation Thresholds and Customer Impact

Safe AI in Insurance: Pricing, Underwriting and Claims Automation Under Scrutiny
Fraud Models: Investigation Thresholds and Customer Impact
Quiz: Fraud Models: Investigation Thresholds and Customer Impact

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Question 1 of 5

1. Question

What is one reason organisations set investigation thresholds for fraud detection?

To increase the number of investigations conducted
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To prevent unnecessary use of resources while maintaining fraud detection effectiveness
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To reduce the number of legitimate claims processed
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To ensure all claims are investigated regardless of value
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Question 2 of 5

2. Question

In the context of motor claims, what might trigger enhanced scrutiny according to the lesson?

A claim involving a single vehicle worth less than £10,000
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A claim exceeding £10,000 or involving multiple vehicles
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A claim that is submitted late by the customer
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A claim that involves a customer with no prior history
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Question 3 of 5

3. Question

What should happen if an investigation takes longer than five working days?

The customer should be informed automatically
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The investigation should be escalated to a senior manager
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The customer must be asked to provide additional documentation
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The claim should be rejected immediately
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Question 4 of 5

4. Question

Which of the following is a key consideration when setting investigation thresholds?

The cost of staff training for fraud specialists
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The potential impact on customer relationships
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The number of claims processed per month
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The total budget allocated to fraud detection
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Question 5 of 5

5. Question

What is one benefit of monitoring customer retention during investigation periods?

It helps identify staff who are not following procedures
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It allows organisations to measure the cost of losing customers through poor handling
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It ensures claims are processed faster
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It helps reduce the number of fraud alerts
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