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Automation Risk Analysis

Will “Claims Service 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 Service 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 Service 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

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

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

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

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

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

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

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

  • Obtain credit information from banks and other credit services.

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

  • 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.

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

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

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

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

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

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

  • Report overpayments, underpayments, and other irregularities.

  • Confer with legal counsel on claims requiring litigation.

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

  • Attend mediations or trials.

  • 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.

  • 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.

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

  • Pay and process claims within designated authority level.

  • 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.

  • Collect evidence to support contested claims in court.

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

Technologies & Software

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

Alternative Job Titles