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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

  • Collect evidence to support contested claims in court.

  • Report overpayments, underpayments, and other irregularities.

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

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

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

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

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

  • Attend mediations or trials.

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

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

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

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

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

  • Pay and process claims within designated authority level.

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

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

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

  • 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.

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

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

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

  • Confer with legal counsel on claims requiring litigation.

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

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

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

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

  • Obtain credit information from banks and other credit services.

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

Technologies & Software

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

Alternative Job Titles