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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

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

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

  • 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.

  • 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.

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

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

  • 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.

  • Collect evidence to support contested claims in court.

  • Pay and process claims within designated authority level.

  • Report overpayments, underpayments, and other irregularities.

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

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

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

  • Attend mediations or trials.

  • 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.

  • 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.

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

  • 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.

  • Obtain credit information from banks and other credit services.

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

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

  • 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.

  • Confer with legal counsel on claims requiring litigation.

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

Technologies & Software

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

Alternative Job Titles