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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

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

  • Pay and process claims within designated authority level.

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

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

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

  • 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.

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

  • 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.

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

  • Report overpayments, underpayments, and other irregularities.

  • Collect evidence to support contested claims in court.

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

  • Attend mediations or trials.

  • 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.

  • Obtain credit information from banks and other credit services.

  • Confer with legal counsel on claims requiring litigation.

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

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

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

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

  • 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.

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

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

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles