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Automation Risk Analysis

Will “Benefit Authorizer” 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%

“Benefit Authorizer” 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%

“Benefit Authorizer” 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

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

  • 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 claims forms and other records to determine insurance coverage.

  • Confer with legal counsel on claims requiring litigation.

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

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

  • Collect evidence to support contested claims in court.

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

  • Report overpayments, underpayments, and other irregularities.

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

  • Obtain credit information from banks and other credit services.

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

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

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

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

  • Pay and process claims within designated authority level.

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

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

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

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

  • Attend mediations or trials.

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

  • 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.

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles