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Automation Risk Analysis

Will “Claims Service Specialist” 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 Specialist” 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 Specialist” 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

  • Report overpayments, underpayments, and other irregularities.

  • Obtain credit information from banks and other credit services.

  • 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.

  • 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.

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

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

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

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

  • Collect evidence to support contested claims in court.

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

  • Attend mediations or trials.

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

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

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

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

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

  • 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.

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

  • Pay and process claims within designated authority level.

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

  • Confer with legal counsel on claims requiring litigation.

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

  • 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.

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

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

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

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

Technologies & Software

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

Alternative Job Titles