Lower Risk

Insurance

Claims Investigator

AI is poised to significantly impact Claims Investigators by automating routine tasks such as data collection, document review, and initial fraud detection. LLMs can assist in summarizing claim details and generating reports, while computer vision can analyze images and videos related to claims. However, complex investigations requiring nuanced judgment and interpersonal skills will remain human-centric for the foreseeable future.

Top risks:

Review claim applications and related documents to determine coverage eligibility40%
Interview claimants, witnesses, and other relevant parties to gather information about the claim20%
Investigate claims involving fraud or misrepresentation50%

Insurance

Insurance Administrator

AI is poised to significantly impact Insurance Administrators by automating routine cognitive tasks such as data entry, claims processing, and policy updates. LLMs can assist with customer communication and document summarization, while robotic process automation (RPA) can handle repetitive administrative tasks. Computer vision can aid in assessing damage claims from images and videos.

Top risks:

Process insurance claims60%
Update and maintain policy records70%
Communicate with clients regarding policy information and claims status40%

Side-by-Side Metrics

Metric	Claims Investigator	Insurance Administrator
Risk Score	63%	73%
Risk Level	High Risk	Critical Risk
Timeline	5-10 years	5-10 years
Category	Insurance	Insurance
Tasks at Risk	7 tasks	7 tasks
Skills at Risk	4 skills	4 skills
Safe Skills	5 skills	5 skills

Risk Comparison

Claims Investigator63%

Insurance Administrator73%

Claims Investigator has 10 percentage points lower risk than Insurance Administrator.

Tasks at Risk

Claims Investigator Tasks at Risk

Review claim applications and related documents to determine coverage eligibility40%

5-10 years

Interview claimants, witnesses, and other relevant parties to gather information about the claim20%

10+ years

Investigate claims involving fraud or misrepresentation50%

5-10 years

Gather and analyze evidence, such as police reports, medical records, and financial statements60%

5-10 years

Prepare reports and recommendations based on investigation findings70%

2-5 years

Insurance Administrator Tasks at Risk

Process insurance claims60%

5-10 years

Update and maintain policy records70%

2-5 years

Communicate with clients regarding policy information and claims status40%

5-10 years

Prepare and process insurance applications65%

5-10 years

Verify the accuracy of insurance documents75%

2-5 years

Skills Comparison

Shared AI-Resistant Skills(valuable in both careers)

NegotiationCritical thinkingEmpathy

Claims Investigator -- Safe Skills

Complex investigationInterviewingNegotiationCritical thinkingEmpathy

Claims Investigator -- Skills at Risk

Data analysisReport writingDocument reviewFraud detection (basic)

Insurance Administrator -- Safe Skills

Complex problem-solvingEmpathyCritical thinkingNegotiationRelationship management

Insurance Administrator -- Skills at Risk

Data entryClaims processingDocument verificationCustomer service (basic inquiries)

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