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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

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

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

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

  • Attend mediations or trials.

  • Obtain credit information from banks and other credit services.

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

  • 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.

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

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

  • 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.

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

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

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

  • 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.

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

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

  • Pay and process claims within designated authority level.

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

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

  • Report overpayments, underpayments, and other irregularities.

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

  • Collect evidence to support contested claims in court.

  • Confer with legal counsel on claims requiring litigation.

  • 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.

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

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

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

Technologies & Software

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

Alternative Job Titles