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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

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

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

  • Confer with legal counsel on claims requiring litigation.

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

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

  • Obtain credit information from banks and other credit services.

  • 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.

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

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

  • 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 reinsurance brokers to obtain information necessary for processing claims.

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

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

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

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

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

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

  • Pay and process claims within designated authority level.

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

  • Attend mediations or trials.

  • Collect evidence to support contested claims in court.

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

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

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

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

  • Report overpayments, underpayments, and other irregularities.

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

  • 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.

Technologies & Software

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

Alternative Job Titles