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Automation Risk Analysis

Will “Claims Processor” 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 Processor” 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 Processor” 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.

  • Confer with legal counsel on claims requiring litigation.

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

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

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

  • Attend mediations or trials.

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

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

  • Obtain credit information from banks and other credit services.

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

  • 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.

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

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

  • 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.

  • 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.

  • 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.

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

  • Collect evidence to support contested claims in court.

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

  • Report overpayments, underpayments, and other irregularities.

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

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

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

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

  • Pay and process claims within designated authority level.

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

Technologies & Software

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

Alternative Job Titles