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Automation Risk Analysis

Will “Claims Investigator” 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 Investigator” 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 Investigator” 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

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

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

  • Confer with legal counsel on claims requiring litigation.

  • Collect evidence to support contested claims in court.

  • Pay and process claims within designated authority level.

  • Attend mediations or trials.

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

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

  • Obtain credit information from banks and other credit services.

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

  • 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.

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

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

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

  • 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.

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

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

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

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

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

  • 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.

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

  • 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.

  • 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.

  • Report overpayments, underpayments, and other irregularities.

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

Technologies & Software

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

Alternative Job Titles