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Automation Risk Analysis

Will “Claims 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%

“Claims 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%

“Claims 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

  • Collect evidence to support contested claims in court.

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

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

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

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

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

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

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

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

  • Attend mediations or trials.

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

  • 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.

  • Confer with legal counsel on claims requiring litigation.

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

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

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

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

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

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

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

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

  • Obtain credit information from banks and other credit services.

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

  • Pay and process claims within designated authority level.

  • 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.

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

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

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

  • Report overpayments, underpayments, and other irregularities.

Technologies & Software

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

Alternative Job Titles