Takeover Tracker
52%high risk

Insurance Policy Processing Clerks

Process applications for, changes to, reinstatement of, and cancellation of insurance policies. Duties include reviewing insurance applications to ensure that all questions have been answered, compiling data on insurance policy changes, changing policy records to conform to insured party's specifications, compiling data on lapsed insurance policies to determine automatic reinstatement according to company policies, canceling insurance policies as requested by agents, and verifying the accuracy of insurance company records.

Higher risk than 98% of occupations
Checking for existing plan...

How AI Impacts Each Task

16 tasks analyzed

Process and record new insurance policies and claims.

Risk: 63.9%AI: 36.7ObservedTime: 12%

Process, prepare, and submit business or government forms, such as submitting applications for coverage to insurance carriers.

Risk: 62.9%AI: 34.15ObservedTime: 8%

Correspond with insured or agent to obtain information or inform them of account status or changes.

Risk: 67.9%AI: 46.67ObservedTime: 8%

Review and verify data, such as age, name, address, and principal sum and value of property on insurance applications and policies.

Risk: 64.3%AI: 37.85ObservedTime: 8%

Calculate premiums, refunds, commissions, adjustments, and new reserve requirements, using insurance rate standards.

Risk: 68.1%AI: 47.22ObservedTime: 6%

Compare information from application to criteria for policy reinstatement and approve reinstatement when criteria are met.

Risk: 86.0%AI: 92EstimatedTime: 6%

Examine letters from policyholders or agents, original insurance applications, and other company documents to determine if changes are needed and effects of changes.

Risk: 60.2%AI: 27.38ObservedTime: 6%

Modify, update, and process existing policies and claims to reflect any change in beneficiary, amount of coverage, or type of insurance.

Risk: 62.1%AI: 32.27ObservedTime: 8%

Transcribe data to worksheets and enter data into computer for use in preparing documents and adjusting accounts.

Risk: 61.4%AI: 30.5ObservedTime: 8%

Collect initial premiums and issue receipts.

Risk: 85.2%AI: 90EstimatedTime: 4%

Organize and work with detailed office or warehouse records, maintaining files for each policyholder, including policies that are to be reinstated or cancelled.

Risk: 66.0%AI: 42.02ObservedTime: 6%

Check computations of interest accrued, premiums due, and settlement surrender on loan values.

Risk: 86.0%AI: 92EstimatedTime: 4%

Interview clients and take their calls to provide customer service and obtain information on claims.

Risk: 28.4%AI: 33.45ObservedTime: 6%

Obtain computer printout of policy cancellations or retrieve cancellation cards from file.

Risk: 80.0%AI: 77EstimatedTime: 4%

Compose business correspondence for supervisors, managers, and professionals.

Risk: 69.6%AI: 50.92ObservedTime: 3%

Notify insurance agent and accounting department of policy cancellation.

Risk: 87.2%AI: 95EstimatedTime: 3%

Skill Impact Analysis

AI-Vulnerable Skills (6)

Reading Comprehension10%

High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Information Ordering5%

High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Mathematics10%

Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Mathematics10%

Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Memorization5%

Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Programming15%

Programming is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

AI-Resistant Skills (11)

Adaptability/Flexibility85%

Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.

Leadership88%

Leadership is AI-resistant — strengthening this skill provides durable career protection.

Service Orientation82%

Service Orientation is AI-resistant — strengthening this skill provides durable career protection.

Complex Problem Solving75%

Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.

Coordination70%

Coordination is AI-resistant — strengthening this skill provides durable career protection.

Social Perceptiveness90%

Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.

Negotiation85%

Negotiation is AI-resistant — strengthening this skill provides durable career protection.

Persuasion80%

Persuasion is AI-resistant — strengthening this skill provides durable career protection.

Recommended Courses

Courses matched to Insurance Policy Processing Clerks skill gaps, ranked by relevance to your displacement risk profile.

Get personalized recommendations. Answer a few questions about your experience and skills to get course suggestions tailored specifically to you.

Upskill to Reduce Risk

Courses addressing your most AI-vulnerable skills

DataCampbeginner

SQL Fundamentals Skill Track

by DataCamp

21 hours$25/mo4.7Certificate
Addresses vulnerability: Information Ordering

Estimated Impact

-6.9pt risk+$2K/yr salary

AI-Augmentation Tools

Learn to work alongside AI and boost your productivity

Coursera

Creative Writing Specialization

by Wesleyan University

~8 weeks$49/mo4.7Certificate
Enhances AI augmentation: Writing

Estimated Impact

-5pt risk+$3K/yr salary

Strengthen Your Edge

Double down on skills AI can't replicate

Coursera

Inspired Leadership Through Emotional Intelligence

by Case Western Reserve University

32 hours$49/mo4.8Certificate
Strengthens resilience: Adaptability/Flexibility

Estimated Impact

-3.4pt risk+$2K/yr salary

We may earn a commission when you enroll through our links, at no extra cost to you. This helps fund the Takeover Tracker.

Risk reduction and salary impact are estimates based on skill gap analysis, course relevance, and labor market data. Actual results vary by individual circumstance.

Score History

Risk score over 2 scoring runs

+1.4

overall change

Education & Training

Percentage of workers at each education and training level

Education Level

Less than High School1%
High School Diploma61%
Some College3%
Associate's Degree29%
Bachelor's Degree6%

Prior Experience Needed

Work experience required to enter this job

None7%
Up to 1 month4%
1-3 months5%
3-6 months6%
6 months - 1 year2%
1-2 years32%
2-4 years35%
4-6 years10%

Training Provided After Hiring

How long it typically takes to learn on the job

Up to 1 month9%
1-3 months38%
3-6 months30%
6 months - 1 year21%
1-2 years2%

Related News

Recent articles about AI affecting this occupation

5 articles

Insurance firms turn to AI to scale revenue without hiring new staff.

Agencies and carriers are increasingly deploying automation tools to handle growth rather than expanding their human workforce. This decoupling of revenue growth from headcount signals a permanent freeze on traditional entry-level administrative roles in the sector.

Insurance Journal6d ago

Insurance sector pushes past AI pilots to automate agency operations

ReSource Pro is rolling out expert-led orchestration services to help insurance carriers move automated tools from testing into daily production. This shift threatens to eliminate routine data processing roles across the industry.

NewsData AI & JobsApr 21

Why AI Tools Aren't Fixing the Account Manager Bottleneck in Brokerages

Despite an influx of new software, insurance account managers remain bogged down by manual data entry and document sorting. The failure of current tech to streamline administrative tasks highlights a gap between AI promises and actual workflow automation.

Insurance JournalApr 14

Insurance Sector Automates Manual Data Entry in Quoting Process

Property and casualty insurers are deploying automation to eliminate the manual data entry previously required to process quotes from submission emails. This directly targets administrative and clerical roles within underwriting departments.

Insurance JournalApr 13

Insurance automation tools target repetitive data entry tasks

New software is eliminating the manual data entry of VINs and addresses for insurance agents. This shift forces agents to pivot from administrative tasks to client-facing advisory roles to stay relevant.

Insurance JournalApr 9

Last scored March 14, 2026 · Based on BLS employment data and O*NET task analysis