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Automation Risk Analysis

Will “Insurance Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #675 of 702. Estimated risk: 98.0%

Directly assessed by researchers as likely automatable
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AI Exposure Risk

56%

“Insurance Inspector” will maybe be replaced by AI.

Based on the cognitive demands, communication requirements, and logical reasoning intrinsic to this occupation according to O*NET data, we project a 56% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

33%

“Insurance Inspector” will probably not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 33% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Claims Adjusters, Examiners, and Investigators, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Review settled claims to determine that payments and settlements are made in accordance with company practices and procedures. Confer with legal counsel on claims requiring litigation. May also settle insurance claims.

Avg. Annual Salary $78,770
Avg. Hourly Wage $37.87
Available Jobs (US) 305,020
Job Title & Hierarchy Code (SOC) Claims Adjusters, Examiners, and Investigators #13-1031
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Claims Adjusters, Examiners, and Investigators”

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Core Skills & Abilities

  • Obtain credit information from banks and other credit services.

  • Enter claim payments, reserves and new claims on computer system, inputting concise yet sufficient file documentation.

  • Attend mediations or trials.

  • Supervise claims adjusters to ensure that adjusters have followed proper methods.

  • Confer with legal counsel on claims requiring litigation.

  • Communicate with former associates to verify employment record or to obtain background information regarding persons or businesses applying for credit.

  • Resolve complex, severe exposure claims, using high service oriented file handling.

  • Examine titles to property to determine validity and act as company agent in transactions with property owners.

  • Review police reports, medical treatment records, medical bills, or physical property damage to determine the extent of liability.

  • Contact or interview claimants, doctors, medical specialists, or employers to get additional information.

  • Adjust reserves or provide reserve recommendations to ensure that reserve activities are consistent with corporate policies.

  • Present cases and participate in their discussion at claim committee meetings.

  • Examine claims investigated by insurance adjusters, further investigating questionable claims to determine whether to authorize payments.

  • Verify and analyze data used in settling claims to ensure that claims are valid and that settlements are made according to company practices and procedures.

  • Analyze information gathered by investigation and report findings and recommendations.

  • Interview or correspond with claimants, witnesses, police, physicians, or other relevant parties to determine claim settlement, denial, or review.

  • Investigate and assess damage to property and create or review property damage estimates.

  • Prepare reports to be submitted to company's data processing department.

  • Examine claims forms and other records to determine insurance coverage.

  • Pay and process claims within designated authority level.

  • Maintain claim files, such as records of settled claims and an inventory of claims requiring detailed analysis.

  • Report overpayments, underpayments, and other irregularities.

  • Refer questionable claims to investigator or claims adjuster for investigation or settlement.

  • Negotiate claim settlements or recommend litigation when settlement cannot be negotiated.

  • Collect evidence to support contested claims in court.

  • Interview or correspond with agents and claimants to correct errors or omissions and to investigate questionable claims.

  • Communicate with reinsurance brokers to obtain information necessary for processing claims.

  • Conduct detailed bill reviews to implement sound litigation management and expense control.

  • Investigate, evaluate, and settle claims, applying technical knowledge and human relations skills to effect fair and prompt disposal of cases and to contribute to a reduced loss ratio.

Technologies & Software

  • CSC Fault Evaluator
  • Qwen (Alibaba)
  • CCC Pathways Appraisal Quality Solution
  • QwikQuote software
  • Meta Business AI
  • StrataCare StrataWare eReview
  • Gemini (Google)
  • InSystems Calligo Document Management System
  • Turtle Creek Software Goldenseal Architect
  • BCCORP Burkitt W5
  • Tropics Claims Reserve Management
  • Corporate Systems ClaimsPro
  • Agency Management Systems AMS 360
  • Bramerhill ClaimsTech
  • Simsol for Adjusters
  • MapScenes Pro
  • Brightwork Alyce Claims Systems
  • Insurance claims fraud detection software
  • Bridium Claims 3
  • Alteryx AI
  • Nova (Amazon)
  • Microsoft PowerPoint
  • Hyland OnBase Enterprise Content Management
  • Business software applications
  • CCC EZNet electronic communications network
  • CCC Pathways Image Management Solution
  • ChatGPT (OpenAI)
  • PhotoModeler
  • Mistral (Mistral AI)
  • Mozilla Firefox
  • 4n6xprt Systems StiffCalcs
  • Computerized voice stress analyzer CVSA software
  • ISO ClaimSearch
  • MapScenes Evidence Recorder
  • Medical procedure coding software
  • CGI INSideOUT
  • Medical condition coding software
  • CSC Automated Work Distributor AWD
  • Injury Sciences EDR InSight
  • First Notice Systems ClaimCapture
  • CCC GuidePost Decision Support
  • CCC TL2000 Solution
  • Covansys ClaimConnect
  • Document management system software
  • Magnify Predictive Targeting System
  • Healthcare common procedure coding system HCPCS
  • LexisNexis RiskWise
  • Fair Isaac SmartAdvisor
  • ARSoftware WinSMAC
  • Automatic Data Processing Estimating
  • Fair Isaac Claims Advisor
  • BCCORP W5 for Adjusters
  • Gemini for Workspace
  • IBM Fraud and Abuse Management System
  • Claims processing administration and management software
  • DeepSeek
  • CGI-AMS BureauLink Enterprise
  • Zoom
  • Microsoft Access
  • Microsoft Word
  • Xactware Xactimate
  • Hummingbird Legal Bill Review
  • Grok (xAI)
  • Claude (Anthropic)
  • Automatic Data Processing Autosource
  • Captiva InputAccel
  • Llama (Meta)
  • Bill review software
  • Axonwave Fraud and Abuse Management System
  • CAD Zone Insurance
  • ADP software
  • Microsoft Excel
  • Clear Technology Tranzax
  • Tableau AI
  • Microsoft Publisher
  • Apple Safari
  • Property damage, bodily injury, and liability estimation software
  • Automatic Data Processing Claims Manager & Dispatch
  • Microsoft Outlook
  • Datanex ClaimTrac
  • Microsoft Office software
  • AutoClaims Direct DirectLink
  • Planful AI
  • Castek Insure3 Claims
  • CSC Colossus
  • Microsoft Copilot
  • Kimi (Moonshot AI)
  • Visual Statement Investigator Suite
  • Perplexity AI
  • ISO NetMap for Claims
  • Napkin AI
  • DataRobot
  • Field computers
  • Personal computers
  • Handheld computers
  • Mobile wireless handheld communication devices
  • Measure markers
  • Total stations
  • Tablet computers
  • Scanners
  • Notebook computers
  • Desktop computers
  • Personal digital assistants PDA
  • Data collectors
  • Event data recorders

Alternative Job Titles