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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

  • 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.

  • 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.

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

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

  • Obtain credit information from banks and other credit services.

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

  • Confer with legal counsel on claims requiring litigation.

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

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

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

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

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

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

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

  • Collect evidence to support contested claims in court.

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

  • Pay and process claims within designated authority level.

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

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

  • Attend mediations or trials.

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

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

  • Report overpayments, underpayments, and other irregularities.

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

  • 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.

  • 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.

Technologies & Software

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

Alternative Job Titles