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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

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

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

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

  • 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.

  • 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.

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

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

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

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

  • 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.

  • 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 reinsurance brokers to obtain information necessary for processing claims.

  • Pay and process claims within designated authority level.

  • Obtain credit information from banks and other credit services.

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

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

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

  • 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.

  • Attend mediations or trials.

  • Confer with legal counsel on claims requiring litigation.

  • Collect evidence to support contested claims in court.

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

  • Report overpayments, underpayments, and other irregularities.

  • 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.

Technologies & Software

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

Alternative Job Titles