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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

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

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

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

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

  • Attend mediations or trials.

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

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

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

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

  • Confer with legal counsel on claims requiring litigation.

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

  • 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.

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

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

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

  • Obtain credit information from banks and other credit services.

  • 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.

  • Pay and process claims within designated authority level.

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

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

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

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

  • Collect evidence to support contested claims in court.

  • 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.

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

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

  • Report overpayments, underpayments, and other irregularities.

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

Technologies & Software

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

Alternative Job Titles