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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

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

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

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

  • Report overpayments, underpayments, and other irregularities.

  • 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.

  • Obtain credit information from banks and other credit services.

  • Attend mediations or trials.

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

  • Confer with legal counsel on claims requiring litigation.

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

  • 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.

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

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

  • Pay and process claims within designated authority level.

  • 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.

  • 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.

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

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

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

  • Collect evidence to support contested claims in court.

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

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

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

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

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

  • 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

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

Alternative Job Titles