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Automation Risk Analysis

Will “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%

“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%

“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.

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

  • 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.

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

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

  • 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.

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

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

  • 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.

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

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

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

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

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

  • Attend mediations or trials.

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

  • 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.

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

  • Confer with legal counsel on claims requiring litigation.

  • Obtain credit information from banks and other credit services.

  • Collect evidence to support contested claims in court.

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

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

  • Report overpayments, underpayments, and other irregularities.

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

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

Technologies & Software

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

Alternative Job Titles