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Automation Risk Analysis

Will “Professional Liability Claims Specialist” 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%

“Professional Liability Claims Specialist” 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%

“Professional Liability Claims Specialist” 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

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

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

  • Report overpayments, underpayments, and other irregularities.

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

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

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

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

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

  • 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.

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

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

  • Collect evidence to support contested claims in court.

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

  • Attend mediations or trials.

  • Pay and process claims within designated authority level.

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

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

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

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

  • 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.

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

  • Confer with legal counsel on claims requiring litigation.

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

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

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles