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Automation Risk Analysis

Will “Claims Consultant” 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 Consultant” 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 Consultant” 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

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

  • 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.

  • 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.

  • Collect evidence to support contested claims in court.

  • Obtain credit information from banks and other credit services.

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

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

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

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

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

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

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

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

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

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

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

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

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

  • Confer with legal counsel on claims requiring litigation.

  • Pay and process claims within designated authority level.

  • Attend mediations or trials.

  • Report overpayments, underpayments, and other irregularities.

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

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

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles