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JOB REPORT / 43-1011 · 28 TASKS

First-Line Supervisors of Office and Administrative Support Workers.

Can AI do the work of First-Line Supervisors of Office and Administrative Support Workers?

Mostly it works alongside you. Here is what shifts, task by task.

YOUR EXPERIENCE MATTERS

How does this fit your work?

How many tasks do you use AI to assist with at work?

Drag the dot. There’s no wrong answer; it starts at our estimate.

Starting pointOur estimate

The mark shows what’s typical for this job.

The parts of your job AI can already do most of:

  • Review records or reports pertaining to activities
  • Develop work schedules according to budgets and workloads
  • Maintain records pertaining to inventory, personnel, orders, supplies,…

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A guided certificate program in AI-assisted First-Line Supervisors of Office and Administrative Support Workers work. It covers the 28 AI-affected parts of your job and ends in a capstone a person reviews.

WHAT WE LOOKED AT

Your job, task by task.

28 of 28 tasks reviewed

We went through all 28 core tasks in this job, one at a time.

Task by task, from the work First-Line Supervisors of Office and Administrative Support Workers actually do. How we describe AI use in each task is our own read of it, not a measurement of whether AI can replace the job.

  1. TASK 01

    Review records or reports pertaining to activities such as production, payroll, or shipping to verify details, monitor work activities, or evaluate performance.

    AI DOES

    Scans reports, spots errors or outliers, and summarizes patterns in data

    YOU DO

    Apply workplace context and decide what action to take with your team

  2. TASK 02

    Develop work schedules according to budgets and workloads.

    AI DOES

    Drafts schedule options, flags budget overruns, and balances workload gaps automatically

    YOU DO

    Apply judgment about fairness, team morale, and real-world constraints AI cannot see

  3. TASK 03

    Maintain records pertaining to inventory, personnel, orders, supplies, or machine maintenance.

    AI DOES

    Auto-fills entries, spots missing data, and summarizes record trends

    YOU DO

    Judge what needs follow-up and approve changes to official records

  4. TASK 04

    Monitor inventory levels and requisition or purchase supplies as needed.

    AI DOES

    Tracks inventory levels, sends reorder alerts, and drafts purchase requests

    YOU DO

    Weigh costs, approve orders, and manage supplier conversations

  5. TASK 05

    Develop or update procedures, policies, or standards.

    AI DOES

    Drafts policy templates, flags missing sections, and suggests standard language

    YOU DO

    Apply your workplace knowledge and get stakeholder buy-in

  6. TASK 06

    Design, implement, or evaluate staff training and development programs, customer service initiatives, or performance measurement criteria.

    AI DOES

    Drafts training outlines, suggests performance metrics, and generates customer service frameworks

    YOU DO

    Tailor programs to your real team's strengths, gaps, and workplace culture

  7. TASK 07

    Interpret and communicate work procedures and company policies to staff.

    AI DOES

    Drafts plain-language summaries of policies and procedures for staff

    YOU DO

    Read your team's reactions and handle sensitive questions with care

  8. TASK 08

    Train or instruct employees in job duties or company policies or arrange for training to be provided.

    AI DOES

    Drafts training guides, quizzes, onboarding docs, and policy summaries

    YOU DO

    Watch how each employee learns and adjust your coaching style to fit them

  9. TASK 09

    Implement corporate or departmental policies, procedures, and service standards in conjunction with management.

    AI DOES

    Drafts policy summaries, checklists, and training materials; flags gaps between current practice and new standards

    YOU DO

    Read the room, build team buy-in, and adapt rollout to real people and situations

  10. TASK 10

    Keep informed of provisions of labor-management agreements and their effects on departmental operations.

    AI DOES

    Summarizes labor contract language, highlights key clauses, and flags changes that affect daily operations

    YOU DO

    Apply agreement rules to real team situations and navigate workplace relationships

  11. TASK 11

    Plan for or coordinate office services, such as equipment or supply acquisition or organization, disposal of assets, relocation, parking, maintenance, or security services.

    AI DOES

    Drafts coordination checklists, compares vendor quotes, and summarizes maintenance schedules

    YOU DO

    Judge what the office actually needs based on people, space, and relationships you know firsthand

  12. TASK 12

    Plan layouts of stockrooms, warehouses, or other storage areas, considering turnover, size, weight, or related factors pertaining to items stored.

    AI DOES

    Analyzes inventory data, turnover rates, and item sizes to suggest optimized storage layouts

    YOU DO

    Walk the actual space and use real-world judgment about workflow and safety

  13. TASK 13

    Provide employees with guidance in handling difficult or complex problems or in resolving escalated complaints or disputes.

    AI DOES

    Pulls up relevant policies, suggests response scripts, and summarizes similar past cases

    YOU DO

    Read the room, build trust, and make the final call on how to handle the person

  14. TASK 14

    Recruit, interview, and select employees.

    AI DOES

    Drafts job postings, screens resumes, and generates interview question lists

    YOU DO

    Meet candidates in person and judge fit, culture, and character

  15. TASK 15

    Evaluate employees' job performance and conformance to regulations and recommend appropriate personnel action.

    AI DOES

    Summarizes performance data, flags attendance or output trends, and drafts evaluation templates

    YOU DO

    Bring personal context, fairness, and accountability to every personnel decision

  16. TASK 16

    Coordinate activities with other supervisory personnel or with other work units or departments.

    AI DOES

    Drafts coordination emails, summarizes meeting notes, and spots scheduling conflicts

    YOU DO

    Build trust across teams and make judgment calls when priorities clash

  17. TASK 17

    Make recommendations to management concerning such issues as staffing decisions or procedural changes.

    AI DOES

    Drafts recommendation reports, summarizes staffing data, and suggests talking points

    YOU DO

    Apply firsthand knowledge of your team, workplace culture, and real context behind the numbers

  18. TASK 18

    Arrange for necessary maintenance or repair work.

    AI DOES

    Drafts work orders, suggests vendors, and tracks open repair requests

    YOU DO

    Judge urgency, approve costs, and coordinate with people in the building

  19. TASK 19SOURCE-BACKED TASK

    Compute figures such as balances, totals, or commissions.

    AI DOES

    Calculates totals, balances, and commissions instantly

    YOU DO

    Verify results and catch errors

    About this analysis

    71% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium

  20. TASK 20

    Coordinate or perform activities associated with shipping, receiving, distribution, or transportation.

    AI DOES

    Drafts shipping schedules, tracks packages, flags delays, and fills out forms

    YOU DO

    Manage your team, handle exceptions, and make real-time decisions on the ground

  21. TASK 21SOURCE-BACKED TASK

    Participate in the work of subordinates to facilitate productivity or to overcome difficult aspects of work.

    AI DOES

    Tracks team progress and flags bottlenecks automatically

    YOU DO

    Jump in where people need you most

    About this analysis

    67% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium

  22. TASK 22

    Consult with managers or other personnel to resolve problems in areas such as equipment performance, output quality, or work schedules.

    AI DOES

    Drafts summaries, flags patterns in data, and suggests talking points before meetings

    YOU DO

    Lead the real conversation and build trust with your team and managers

  23. TASK 23

    Supervise the work of office, administrative, or customer service employees to ensure adherence to quality standards, deadlines, and proper procedures, correcting errors or problems.

    AI DOES

    Monitors dashboards, flags errors in data or workflows, and drafts performance notes

    YOU DO

    Read the room, coach people through problems, and make fair judgment calls

  24. TASK 24

    Discuss job performance problems with employees to identify causes and issues and to work on resolving problems.

    AI DOES

    Drafts talking points, suggests questions, and summarizes performance patterns from data

    YOU DO

    Read the room, build trust, and make the call on next steps

  25. TASK 25SOURCE-BACKED TASK

    Research, compile, and prepare reports, manuals, correspondence, or other information required by management or governmental agencies.

    AI DOES

    Gathers sources and creates initial drafts quickly

    YOU DO

    Shape the message and verify accuracy

    About this analysis

    35% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium

  26. TASK 26SOURCE-BACKED TASK

    Analyze financial activities of establishments or departments and provide input into budget planning and preparation processes.

    AI DOES

    Pulls data trends and creates budget templates

    YOU DO

    Set priorities and make trade-offs

    About this analysis

    30% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium

  27. TASK 27SOURCE-BACKED TASK

    Resolve customer complaints or answer customers' questions regarding policies and procedures.

    AI DOES

    Suggests responses and finds relevant policies quickly

    YOU DO

    Judge the real problem and care

    About this analysis

    16% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium

  28. TASK 28SOURCE-BACKED TASK

    Prepare and issue work schedules, deadlines, and duty assignments for office or administrative staff.

    AI DOES

    Suggests schedules based on availability and workload

    YOU DO

    Balance team needs and fairness

    About this analysis

    0% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium

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Data sources and attribution

This page includes information from the O*NET 30.3 Database by the U.S. Department of Labor, Employment and Training Administration (USDOL/ETA). Used under the CC BY 4.0 license. rtwoai has modified all or some of this information. USDOL/ETA has not approved, endorsed, or tested these modifications. O*NET® is a trademark of USDOL/ETA.

Wage and employment figures are from the U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics (2025). Job outlook is from the BLS Employment Projections program, 2024–34. BLS data are in the public domain. BLS has not reviewed or endorsed this page.

Task collaboration data is from the Anthropic Economic Index, release 2025-03-27, used under the CC BY 4.0 license. Anthropic has not reviewed or endorsed this page.

How we describe AI use in each task is our own characterization, not a measurement of whether AI can replace this job. Microsoft note that their metrics "should not be misconstrued or misrepresented as measuring the ability of AI to replace jobs," and that there is more to an occupation than the sum of its tasks.

Can AI do the work of First-Line Supervisors of Office and Administrative Support Workers? — rtwoai