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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

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

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

  • Confer with legal counsel on claims requiring litigation.

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

  • Pay and process claims within designated authority level.

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

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

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

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

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

  • 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.

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

  • 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.

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

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

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

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

  • Attend mediations or trials.

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

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

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

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

  • Collect evidence to support contested claims in court.

  • 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.

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

Technologies & Software

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

Alternative Job Titles