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Automation Risk Analysis

Will “Insurance Auditor” 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 Auditor” 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 Auditor” 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

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

  • Confer with legal counsel on claims requiring litigation.

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

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

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

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

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

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

  • 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.

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

  • Attend mediations or trials.

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

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

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

  • Pay and process claims within designated authority level.

  • Report overpayments, underpayments, and other irregularities.

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

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

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

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

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

  • Collect evidence to support contested claims in court.

  • 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.

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

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

  • Obtain credit information from banks and other credit services.

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

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

Technologies & Software

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

Alternative Job Titles