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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

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

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

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

  • Attend mediations or trials.

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

  • 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.

  • Pay and process claims within designated authority level.

  • 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.

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

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

  • Collect evidence to support contested claims in court.

  • 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.

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

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

  • Report overpayments, underpayments, and other irregularities.

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

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

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

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

  • Confer with legal counsel on claims requiring litigation.

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

  • Obtain credit information from banks and other credit services.

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

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles