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Automation Risk Analysis

Will “Field 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%

“Field 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%

“Field 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

  • 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.

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

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

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

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

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

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

  • Attend mediations or trials.

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

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

  • 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.

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

  • Report overpayments, underpayments, and other irregularities.

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

  • 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.

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

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

  • 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.

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

  • Obtain credit information from banks and other credit services.

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

  • 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.

  • Pay and process claims within designated authority level.

  • Confer with legal counsel on claims requiring litigation.

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

Technologies & Software

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

Alternative Job Titles