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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

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

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

  • Obtain credit information from banks and other credit services.

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

  • 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 claims forms and other records to determine insurance coverage.

  • Pay and process claims within designated authority level.

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

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

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

  • Attend mediations or trials.

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

  • 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.

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

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

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

  • Report overpayments, underpayments, and other irregularities.

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

  • Collect evidence to support contested claims in court.

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

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

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

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

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

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

  • 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.

  • Confer with legal counsel on claims requiring litigation.

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

Technologies & Software

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

Alternative Job Titles