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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

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

  • Report overpayments, underpayments, and other irregularities.

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

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

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

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

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

  • 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.

  • Collect evidence to support contested claims in court.

  • 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.

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

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

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

  • Obtain credit information from banks and other credit services.

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

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

  • Attend mediations or trials.

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

  • Pay and process claims within designated authority level.

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

  • 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.

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles