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Automation Risk Analysis

Will “Claims Adjuster” 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 Adjuster” 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 Adjuster” 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

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

  • Attend mediations or trials.

  • 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.

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

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

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

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

  • Confer with legal counsel on claims requiring litigation.

  • Report overpayments, underpayments, and other irregularities.

  • 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.

  • Pay and process claims within designated authority level.

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

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

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

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

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

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

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

  • Obtain credit information from banks and other credit services.

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

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

  • 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.

  • Collect evidence to support contested claims in court.

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

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles