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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

  • 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.

  • Attend mediations or trials.

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

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

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

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

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

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

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

  • 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.

  • Collect evidence to support contested claims in court.

  • 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.

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

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

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

  • Confer with legal counsel on claims requiring litigation.

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

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

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

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

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

  • Report overpayments, underpayments, and other irregularities.

  • 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.

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

  • Pay and process claims within designated authority level.

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

Technologies & Software

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

Alternative Job Titles