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Automation Risk Analysis

Will “Claims Adjustor” 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 Adjustor” 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 Adjustor” 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

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

  • 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.

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

  • Confer with legal counsel on claims requiring litigation.

  • Attend mediations or trials.

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

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

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

  • 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.

  • 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.

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

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

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

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

  • 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.

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

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

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

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

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

  • Collect evidence to support contested claims in court.

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

  • 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.

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

  • Report overpayments, underpayments, and other irregularities.

Technologies & Software

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

Alternative Job Titles