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Automation Risk Analysis

Will “Insurance Fraud 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%

“Insurance Fraud 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%

“Insurance Fraud 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

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

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

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

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

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

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

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

  • 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.

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

  • 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.

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

  • Obtain credit information from banks and other credit services.

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

  • Attend mediations or trials.

  • 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.

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

  • Confer with legal counsel on claims requiring litigation.

  • Report overpayments, underpayments, and other irregularities.

  • 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.

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

  • Pay and process claims within designated authority level.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles