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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

  • Confer with legal counsel on claims requiring litigation.

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

  • 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.

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

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

  • Pay and process claims within designated authority level.

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

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

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

  • Report overpayments, underpayments, and other irregularities.

  • Collect evidence to support contested claims in court.

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

  • Attend mediations or trials.

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

  • 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.

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

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

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

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

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

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

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

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

  • Obtain credit information from banks and other credit services.

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

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

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

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

Technologies & Software

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

Alternative Job Titles