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Automation Risk Analysis

Will “Claims 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%

“Claims 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%

“Claims 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

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

  • 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.

  • 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.

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

  • Obtain credit information from banks and other credit services.

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

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

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

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

  • Pay and process claims within designated authority level.

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

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

  • Confer with legal counsel on claims requiring litigation.

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

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

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

  • 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.

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

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

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

  • Collect evidence to support contested claims in court.

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

  • Attend mediations or trials.

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

  • Report overpayments, underpayments, and other irregularities.

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

Technologies & Software

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

Alternative Job Titles