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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.

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

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

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

  • Obtain credit information from banks and other credit services.

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

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

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

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

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

  • 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.

  • 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.

  • Collect evidence to support contested claims in court.

  • 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.

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

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

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

  • Report overpayments, underpayments, and other irregularities.

  • Attend mediations or trials.

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

  • Pay and process claims within designated authority level.

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

  • 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.

  • 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.

  • 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.

Technologies & Software

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

Alternative Job Titles