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How a first-line supervisor of office and administrative support workers can use AI, task by task

O*NET 43-1011.00: First-Line Supervisors of Office and Administrative Support WorkersMedian pay $69,500/year (BLS, May 2025)28 tasksJob Zone 3: Medium preparation

Directly supervise and coordinate the activities of clerical and administrative support workers.

Type your own title and every prompt on this page updates to match. Also called: Accounting Manager, Accounts Payable Supervisor, Accounts Receivable Manager, Administrative Supervisor, Customer Service Manager, Customer Service Supervisor, Office Coordinator, Office Manager, Office Supervisor, Staff Services Manager.

Where AI fits in this job

AI-ready 26%AI-assist 54%Stays human 21%

Share of the job's tasks, weighted by how important and how frequent each task is (O*NET ratings). 7 AI-ready, 15 AI-assist and 6 human-led tasks out of 28. This measures where AI can help, not whether the job will disappear.

Information & paperwork
Thinking & planning
People & communication
Leading & teaching
Hands-on & physical

Shape of the job: importance of each kind of work activity (O*NET, 1 to 5).

🔒 Many of these tasks involve people's information. Remove names and identifying details before using AI, or use only a tool your employer has approved.

AI can draft these 7

AI produces a usable first pass. You review it, fix it and own it.

Compute figures such as balances, totals, or commissions.

Daily

AI finds trends and writes the spreadsheet formulas.

📊 Real AI use (Anthropic Economic Index, Apr 2026 to May 2026): AI completed the task directly in 59% of those conversations; the rest were back-and-forth with the person.

Show prompt & steps

Paste a spreadsheet or table and ask AI to find trends, outliers and totals, or to write the formula you need. It's like having an analyst on call.

Ready-to-use prompt

I work as a first-line supervisor of office and administrative support workers. Part of my job is to compute figures such as balances, totals, or commissions.

Context: We use Tableau and IBM SPSS Statistics; the work draws on administration and management, administrative and economics and accounting.
Calculation: [payroll, balances, commissions]
Data: [paste]

Calculate step by step and give spreadsheet formulas. Show your working step by step and give spreadsheet formulas so I can reproduce the numbers.

10-minute exercise: Financial calculations

Step 1Pick a real example: the next time you compute figures (today).
Step 2Fill in [Calculation] and [Data] with the real details, then run the prompt.
Step 3Recompute the most important number yourself before you trust the rest.

AI makes arithmetic mistakes. Recompute anything that matters with a spreadsheet formula.

Importance 4.0/5 · core task · O*NET work activity: Calculate financial data..

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

Weekly

AI drafts the plan, schedule or checklist for you to adjust.

Show prompt & steps

Describe the goal, the people and the constraints, and AI drafts the plan, schedule or checklist. You adjust it to what you know about real life on the ground.

Ready-to-use prompt

I work as a first-line supervisor of office and administrative support workers. Part of my job is to prepare and issue work schedules, deadlines, and duty assignments for office or administrative staff.

Context: We use Microsoft Project and Microsoft Teams; the work draws on administration and management, administrative and economics and accounting.
Who I schedule: [staff, attorneys, team]
Fixed commitments: [meetings, deadlines, court dates, hours]

Draft a weekly schedule or calendar that avoids conflicts and leaves buffer time, and list anything that needs a decision.

10-minute exercise: Staff schedule and calendar

Step 1Pick a real example: the next time you prepare and issue work schedules, deadlines and duty assignments (this week).
Step 2Fill in [Who I schedule] and [Fixed commitments] with the real details, then run the prompt.
Step 3Check it against everyone's real availability before sending.

AI doesn't know your people, your site or your history. Treat its plan as a starting point to react to.

Importance 4.1/5 · core task · O*NET work activity: Prepare employee work schedules..

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

Weekly

AI handles forms, records and routine paperwork for you to verify.

Show prompt & steps

Forms, records, data entry, scheduling and routine paperwork are where AI saves the most time. It drafts, sorts, extracts and reformats while you verify.

Ready-to-use prompt

I work as a first-line supervisor of office and administrative support workers. Part of my job is to participate in the work of subordinates to facilitate productivity or to overcome difficult aspects of work.

Context: We use MEDITECH software and Henry Schein Dentrix.
Tasks: [list]
Deadlines: [describe]

Organize into a prioritized checklist and templates. Point out anything missing or inconsistent and suggest a template I can reuse.

10-minute exercise: Admin task organizer

Step 1Pick a real example: the next time you participate in the work of subordinates (this week).
Step 2Fill in [Tasks] and [Deadlines] with the real details, then run the prompt.
Step 3Save the template and use it on the next one. Time both.

Personal, financial and health data shouldn't go into AI tools unless your employer has approved one for it.

Importance 3.9/5 · core task · O*NET work activity: Perform administrative or clerical tasks..

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

Weekly

AI turns complex material into plain-language handouts.

📊 Real AI use (Anthropic Economic Index, Apr 2026 to May 2026): AI completed the task directly in 65% of those conversations; the rest were back-and-forth with the person.

Show prompt & steps

AI is great at turning complicated material into plain-language guides, handouts, FAQs and how-tos for a specific audience. You check it's accurate.

Ready-to-use prompt

I work as a first-line supervisor of office and administrative support workers. Part of my job is to research, compile, and prepare reports, manuals, correspondence, or other information required by management or governmental agencies.

Context: The work draws on administration and management, administrative and economics and accounting.
Report topic: [describe]
Findings: [paste notes, data]
Audience: [describe]

Draft a report outline and plain-language summary. Use plain language, one everyday analogy, and the questions people are most likely to ask with short answers.

10-minute exercise: Technical report draft

Step 1Pick a real example: the next time you research, compile, and prepare reports, manuals and correspondence (this week).
Step 2Fill in [Report topic], [Findings] and [Audience] with the real details, then run the prompt.
Step 3Check every answer is right for your workplace before you share it.

Rules, prices and policies change. Make sure AI is working from your current official version.

Importance 4.0/5 · core task · O*NET work activity: Prepare research or technical reports.. Also involves: Compile data or documentation..

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

Weekly

AI writes the first draft from your notes; you check every fact.

📊 Real AI use (Anthropic Economic Index, Apr 2026 to May 2026): AI completed the task directly in 62% of those conversations; the rest were back-and-forth with the person.

Show prompt & steps

Give AI your rough notes, numbers or last version and it will turn them into a clean, well-structured first draft. You check every fact and figure before it goes anywhere.

Ready-to-use prompt

I work as a first-line supervisor of office and administrative support workers. Part of my job is to maintain records pertaining to inventory, personnel, orders, supplies, or machine maintenance.

Context: We use MEDITECH software and Henry Schein Dentrix.
Inventory: [supplies, stock]
Data: [paste counts]

Draft records and reorder flags. Use plain language and headings where they help, and mark anything you had to guess with [CHECK].

10-minute exercise: Inventory record

Step 1Pick a real example: the next time you maintain records to inventory (this week). Leave out names and identifying details.
Step 2Fill in [Inventory] and [Data] with the real details, then run the prompt.
Step 3Check every fact, name and number against your source before it goes anywhere.

AI will happily make up numbers, names and dates. Every fact in the draft needs checking against your source.

Importance 3.7/5 · core task · O*NET work activity: Maintain inventory records.. Also involves: Record personnel information..

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

Monthly

AI finds trends and writes the spreadsheet formulas.

📊 Real AI use (Anthropic Economic Index, Apr 2026 to May 2026): AI completed the task directly in 39% of those conversations; the rest were back-and-forth with the person.

Show prompt & steps

Paste a spreadsheet or table and ask AI to find trends, outliers and totals, or to write the formula you need. It's like having an analyst on call.

Ready-to-use prompt

I work as a first-line supervisor of office and administrative support workers. Part of my job is to analyze financial activities of establishments or departments and provide input into budget planning and preparation processes.

Context: We use Tableau and IBM SPSS Statistics; the work draws on administration and management, administrative and economics and accounting.
Purpose: [sliding-scale fees, department budget input]
Data: [paste figures]

Analyze and recommend with formulas. Show your working step by step and give spreadsheet formulas so I can reproduce the numbers.

10-minute exercise: Financial information analysis

Step 1Pick a real example: the next time you analyze financial activities of establishments or departments and provide.
Step 2Fill in [Purpose] and [Data] with the real details, then run the prompt.
Step 3Use the result in your next decision. Recompute every total yourself.

AI makes arithmetic mistakes. Recompute anything that matters with a spreadsheet formula.

Double-check every number. AI can make arithmetic and rounding mistakes.

Importance 3.9/5 · O*NET work activity: Analyze financial information..

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

A few times a year

AI is a patient tutor for new rules and techniques.

Show prompt & steps

AI is a patient personal tutor. It explains new rules, techniques and technology at your level, quizzes you and builds a study plan.

Ready-to-use prompt

I work as a first-line supervisor of office and administrative support workers. Part of my job is to keep informed of provisions of labor-management agreements and their effects on departmental operations.

Context: The work draws on administration and management, administrative and economics and accounting.
Tool or topic: [software, method]
My level: [beginner, intermediate]

Teach me in 5 short lessons with exercises, then quiz me. Use examples from my line of work, quiz me with 5 questions one at a time, and list trustworthy sources.

10-minute exercise: Learn a new tool

Step 1Pick a real example: the next time you keep informed of provisions of labor-management agreements and their effects.
Step 2Fill in [Tool or topic] and [My level] with the real details, then run the prompt.
Step 3Use the tool on a real task.

AI's knowledge has a cutoff date. For new regulations and standards, always confirm against the official source.

Importance 3.4/5 · O*NET work activity: Maintain current knowledge related to work activities..

AI can help you prep these 15

AI speeds up the prep, drafting or thinking. The core of the task is still yours.

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

Daily

AI preps the materials; reading the room is you.

Show prompt & steps

AI preps the materials: lesson outlines, quizzes, examples, practice scenarios. Reading the room and coaching people is still you.

Ready-to-use prompt

I work as a first-line supervisor of office and administrative support workers. Part of my job is to provide employees with guidance in handling difficult or complex problems or in resolving escalated complaints or disputes.

Context: We use Microsoft PowerPoint; the work draws on administration and management, administrative and economics and accounting.
Topic: [tool, method]
Staff: [describe]

Plan the training session and practice tasks. Include timings, a realistic practice scenario from my work, and a short check for understanding with answers.

10-minute exercise: Staff training

Step 1Pick a real example: the next time you provide employees (today). Leave out names and identifying details.
Step 2Fill in [Topic] and [Staff] with the real details, then run the prompt.
Step 3Swap one AI example for a real story from your own work. Real stories are what people remember.

Check that every procedure in the material matches your workplace's actual standards.

Importance 4.3/5 · core task · O*NET work activity: Train personnel..

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

Daily

AI helps you prepare clearer wording and likely questions.

📊 Real AI use (Anthropic Economic Index, Apr 2026 to May 2026): AI completed the task directly in 40% of those conversations; the rest were back-and-forth with the person.

Show prompt & steps

Use AI to prepare: simpler wording, analogies, likely questions and a one-page handout. The conversation itself is yours.

Ready-to-use prompt

I work as a first-line supervisor of office and administrative support workers. Part of my job is to resolve customer complaints or answer customers' questions regarding policies and procedures.

Context: The work draws on administration and management, administrative and economics and accounting.
Rules or regulations: [paste]
Who needs to understand: [customers, employers, individuals]

Write a plain-language version, examples and common questions. Use plain language, one everyday analogy, and the questions people are most likely to ask with short answers.

10-minute exercise: Explain the rules

Step 1Pick a real example: the next time you resolve customer complaints (today). Leave out names and identifying details.
Step 2Fill in [Rules or regulations] and [Who needs to understand] with the real details, then run the prompt.
Step 3Check it doesn't change the meaning of the rules.

Rules, prices and policies change. Make sure AI is working from your current official version.

Importance 4.4/5 · core task · O*NET work activity: Explain regulations, policies, or procedures.. Also involves: Respond to customer problems or complaints..

Interpret and communicate work procedures and company policies to staff.

Weekly

AI helps you prepare clearer wording and likely questions.

📊 Real AI use (Anthropic Economic Index, Apr 2026 to May 2026): AI completed the task directly in 32% of those conversations; the rest were back-and-forth with the person.

Show prompt & steps

Use AI to prepare: simpler wording, analogies, likely questions and a one-page handout. The conversation itself is yours.

Ready-to-use prompt

I work as a first-line supervisor of office and administrative support workers. Part of my job is to interpret and communicate work procedures and company policies to staff.

Context: The work draws on administration and management, administrative and economics and accounting.
Rules or regulations: [paste]
Who needs to understand: [customers, employers, individuals]

Write a plain-language version, examples and common questions. Use plain language, one everyday analogy, and the questions people are most likely to ask with short answers.

10-minute exercise: Explain the rules

Step 1Pick a real example: the next time you interpret and communicate work procedures and company policies (this week).
Step 2Fill in [Rules or regulations] and [Who needs to understand] with the real details, then run the prompt.
Step 3Check it doesn't change the meaning of the rules.

Rules, prices and policies change. Make sure AI is working from your current official version.

Importance 4.0/5 · core task · O*NET work activity: Explain regulations, policies, or procedures..

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

Weekly

AI drafts the structure and wording; the specifics and sign-off are yours.

Show prompt & steps

AI can draft the structure and standard wording. The specifics, the judgment calls and the sign-off are yours.

Ready-to-use prompt

I work as a first-line supervisor of office and administrative support workers. Part of my job is to implement corporate or departmental policies, procedures, and service standards in conjunction with management.

Context: We use MEDITECH software and Henry Schein Dentrix.
Program: [public information, fundraising, other]
Goals and rules: [what it must achieve, constraints]

Draft a policy with purpose, scope, procedures, roles and review date. Mark anything you had to guess with [CHECK].

10-minute exercise: Draft a policy or program

Step 1Pick a real example: the next time you implement corporate or departmental policies, procedures and service standards (this week).
Step 2Fill in [Program] and [Goals and rules] with the real details, then run the prompt.
Step 3Fix every [CHECK] and review the draft with the people affected.

AI will happily make up numbers, names and dates. Every fact in the draft needs checking against your source.

Importance 4.0/5 · core task · O*NET work activity: Develop organizational policies or programs..

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

Weekly

AI preps the materials; reading the room is you.

Show prompt & steps

AI preps the materials: lesson outlines, quizzes, examples, practice scenarios. Reading the room and coaching people is still you.

Ready-to-use prompt

I work as a first-line supervisor of office and administrative support workers. Part of my job is to train or instruct employees in job duties or company policies or arrange for training to be provided.

Context: We use Microsoft PowerPoint; the work draws on administration and management, administrative and economics and accounting.
Topic: [tool, method]
Staff: [describe]

Plan the training session and practice tasks. Include timings, a realistic practice scenario from my work, and a short check for understanding with answers.

10-minute exercise: Staff training

Step 1Pick a real example: the next time you train or instruct employees (this week). Leave out names and identifying details.
Step 2Fill in [Topic] and [Staff] with the real details, then run the prompt.
Step 3Swap one AI example for a real story from your own work. Real stories are what people remember.

Check that every procedure in the material matches your workplace's actual standards.

Importance 4.0/5 · core task · O*NET work activity: Train personnel..

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

Weekly

AI pre-checks against the rules; the sign-off stays with you.

📊 Real AI use (Anthropic Economic Index, Apr 2026 to May 2026): AI completed the task directly in 57% of those conversations; the rest were back-and-forth with the person.

Show prompt & steps

Use AI as a first-pass checker against a list of rules or standards. The final judgment and sign-off stay with you.

Ready-to-use prompt

I work as a first-line supervisor of office and administrative support workers. Part of my job is to review records or reports pertaining to activities such as production, payroll, or shipping to verify details, monitor work activities, or evaluate performance.

Context: We use Adobe Acrobat and Microsoft SharePoint; the work draws on administration and management, administrative and economics and accounting.
Documents: [plans, specs, submissions]
Requirements: [codes or rules]

Make a requirement-by-requirement review table. Make a table: requirement, met / not met / unclear, and the exact evidence.

10-minute exercise: Plan or document compliance review

Step 1Pick a real example: the next time you review records or reports (this week).
Step 2Fill in [Documents] and [Requirements] with the real details, then run the prompt.
Step 3Do your usual review too, and note what AI caught and what it missed. Recompute every total yourself.

AI can miss things and sound sure about it. Use it to catch extra problems, not as the final check.

Double-check every number. AI can make arithmetic and rounding mistakes.

Importance 4.2/5 · core task · O*NET work activity: Examine documents to verify adherence to requirements..

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

Monthly

AI drafts clear messages and talking points.

📊 Real AI use (Anthropic Economic Index, Apr 2026 to May 2026): AI completed the task directly in 41% of those conversations; the rest were back-and-forth with the person.

Show prompt & steps

AI can draft updates, emails and talking points so your message is clear and complete. Relationships and real-time calls are yours.

Ready-to-use prompt

I work as a first-line supervisor of office and administrative support workers. Part of my job is to make recommendations to management concerning such issues as staffing decisions or procedural changes.

Context: We use IBM Notes.
Who: [clerks, staff, crew]
Information: [prices, schedule, changes]

Draft a clear message with exactly what they need to do. Keep it under 150 words with a clear ask, plus a 2-sentence version for chat.

10-minute exercise: Update coworkers

Step 1Pick a real example: the next time you make recommendations.
Step 2Fill in [Who] and [Information] with the real details, then run the prompt.
Step 3Edit it until it sounds like you, then send it yourself.

Never let AI send messages for you. Read every word, because tone mistakes cost trust.

Importance 3.8/5 · core task · O*NET work activity: Provide information to coworkers..

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

Weekly

AI drafts clear messages and talking points.

Show prompt & steps

AI can draft updates, emails and talking points so your message is clear and complete. Relationships and real-time calls are yours.

Ready-to-use prompt

I work as a first-line supervisor of office and administrative support workers. Part of my job is to consult with managers or other personnel to resolve problems in areas such as equipment performance, output quality, or work schedules.

Context: We use IBM Notes.
Work: [describe]
Who: [coworkers]

Draft a message clarifying who does what and when. Keep it under 150 words with a clear ask, plus a 2-sentence version for chat.

10-minute exercise: Coordinate work

Step 1Pick a real example: the next time you consult with managers or other personnel (this week). Leave out names and identifying details.
Step 2Fill in [Work] and [Who] with the real details, then run the prompt.
Step 3Edit it until it sounds like you, then send it yourself.

Never let AI send messages for you. Read every word, because tone mistakes cost trust.

Importance 3.6/5 · core task · O*NET work activity: Confer with coworkers to coordinate work activities..

Develop or update procedures, policies, or standards.

Monthly

AI drafts the structure and wording; the specifics and sign-off are yours.

📊 Real AI use (Anthropic Economic Index, Apr 2026 to May 2026): AI completed the task directly in 40% of those conversations; the rest were back-and-forth with the person.

Show prompt & steps

AI can draft the structure and standard wording. The specifics, the judgment calls and the sign-off are yours.

Ready-to-use prompt

I work as a first-line supervisor of office and administrative support workers. Part of my job is to develop or update procedures, policies, or standards.

Context: We use MEDITECH software and Henry Schein Dentrix.
Program: [public information, fundraising, other]
Goals and rules: [what it must achieve, constraints]

Draft a policy with purpose, scope, procedures, roles and review date. Mark anything you had to guess with [CHECK].

10-minute exercise: Draft a policy or program

Step 1Pick a real example: the next time you develop or update procedures, policies and standards.
Step 2Fill in [Program] and [Goals and rules] with the real details, then run the prompt.
Step 3Fix every [CHECK] and review the draft with the people affected.

AI will happily make up numbers, names and dates. Every fact in the draft needs checking against your source.

Importance 3.8/5 · core task · O*NET work activity: Develop organizational policies or programs..

Develop work schedules according to budgets and workloads.

Weekly

AI lays out options and timelines to react to.

Show prompt & steps

AI can lay out options, timelines and checklists to react to. Fitting it to your people, budget and situation is your call.

Ready-to-use prompt

I work as a first-line supervisor of office and administrative support workers. Part of my job is to develop work schedules according to budgets and workloads.

Context: We use Microsoft Project and Microsoft Teams; the work draws on administration and management, administrative and economics and accounting.
Who I schedule: [staff, attorneys, team]
Fixed commitments: [meetings, deadlines, court dates, hours]

Draft a weekly schedule or calendar that avoids conflicts and leaves buffer time, and list anything that needs a decision.

10-minute exercise: Staff schedule and calendar

Step 1Pick a real example: the next time you develop work schedules (this week).
Step 2Fill in [Who I schedule] and [Fixed commitments] with the real details, then run the prompt.
Step 3Check it against everyone's real availability before sending. Recompute every total yourself.

AI doesn't know your people, your site or your history. Treat its plan as a starting point to react to.

Double-check every number. AI can make arithmetic and rounding mistakes.

Importance 4.0/5 · O*NET work activity: Prepare employee work schedules..

Monitor inventory levels and requisition or purchase supplies as needed.

Weekly

AI does the arithmetic and suggests what to look at; the conclusions are yours.

Show prompt & steps

AI can do the arithmetic, build the spreadsheet formula and suggest what to look at. Deciding what the numbers mean for your situation is still you.

Ready-to-use prompt

I work as a first-line supervisor of office and administrative support workers. Part of my job is to monitor inventory levels and requisition or purchase supplies as needed.

Context: We use Tableau and IBM SPSS Statistics; the work draws on administration and management, administrative and economics and accounting.
Inventory: [warehouse, purchases]
Data: [paste levels, costs, deliveries]

Analyze levels, flag low or excess stock, and give reorder formulas. Show your working step by step and give spreadsheet formulas so I can reproduce the numbers.

10-minute exercise: Inventory monitoring

Step 1Pick a real example: the next time you monitor inventory levels (this week).
Step 2Fill in [Inventory] and [Data] with the real details, then run the prompt.
Step 3Check flagged items with a physical count.

AI makes arithmetic mistakes. Recompute anything that matters with a spreadsheet formula.

Importance 3.1/5 · O*NET work activity: Monitor inventories of products or materials..

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

Monthly

AI drafts the structure and wording; the specifics and sign-off are yours.

Show prompt & steps

AI can draft the structure and standard wording. The specifics, the judgment calls and the sign-off are yours.

Ready-to-use prompt

I work as a first-line supervisor of office and administrative support workers. Part of my job is to design, implement, or evaluate staff training and development programs, customer service initiatives, or performance measurement criteria.

Context: We use MEDITECH software and Henry Schein Dentrix.
Program: [public information, fundraising, other]
Goals and rules: [what it must achieve, constraints]

Draft a policy with purpose, scope, procedures, roles and review date. Mark anything you had to guess with [CHECK].

10-minute exercise: Draft a policy or program

Step 1Pick a real example: the next time you design, implement, or evaluate staff training and development programs, customer service initiatives. Leave out names and identifying details.
Step 2Fill in [Program] and [Goals and rules] with the real details, then run the prompt.
Step 3Fix every [CHECK] and review the draft with the people affected.

AI will happily make up numbers, names and dates. Every fact in the draft needs checking against your source.

Importance 3.6/5 · O*NET work activity: Develop organizational policies or programs..

Recruit, interview, and select employees.

A few times a year

AI drafts the structure and wording; the specifics and sign-off are yours.

Show prompt & steps

AI can draft the structure and standard wording. The specifics, the judgment calls and the sign-off are yours.

Ready-to-use prompt

I work as a first-line supervisor of office and administrative support workers. Part of my job is to recruit, interview, and select employees.

Context: We use MEDITECH software and Henry Schein Dentrix.
Process: [tests, hiring]
Steps: [describe]

Draft templates and a process checklist. Use plain language and headings where they help, and mark anything you had to guess with [CHECK].

10-minute exercise: Hiring process admin

Step 1Pick a real example: the next time you recruit, interview, and select employees. Leave out names and identifying details.
Step 2Fill in [Process] and [Steps] with the real details, then run the prompt.
Step 3Check every fact, name and number against your source before it goes anywhere.

AI will happily make up numbers, names and dates. Every fact in the draft needs checking against your source.

Importance 4.0/5 · core task · O*NET work activity: Administer personnel recruitment or hiring activities..

Arrange for necessary maintenance or repair work.

Monthly

AI drafts clear messages and talking points.

Show prompt & steps

AI can draft updates, emails and talking points so your message is clear and complete. Relationships and real-time calls are yours.

Ready-to-use prompt

I work as a first-line supervisor of office and administrative support workers. Part of my job is to arrange for necessary maintenance or repair work.

Context: We use IBM Notes.
System: [software, equipment]
Issue: [describe]

Draft a clear report with steps to reproduce or details. Keep it under 150 words with a clear ask, plus a 2-sentence version for chat.

10-minute exercise: Defect or problem report

Step 1Pick a real example: the next time you arrange for necessary maintenance or repair work.
Step 2Fill in [System] and [Issue] with the real details, then run the prompt.
Step 3Edit it until it sounds like you, then send it yourself.

Never let AI send messages for you. Read every word, because tone mistakes cost trust.

Importance 3.0/5 · O*NET work activity: Report maintenance or equipment problems to appropriate personnel..

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

A few times a year

AI generates options and references; taste and the final call are yours.

📊 Real AI use (Anthropic Economic Index, Apr 2026 to May 2026): AI completed the task directly in 37% of those conversations; the rest were back-and-forth with the person.

Show prompt & steps

Use AI to generate lots of options, references and rough mock-ups fast. The craft, the taste and the final call are what make it yours.

Ready-to-use prompt

I work as a first-line supervisor of office and administrative support workers. Part of my job is to plan layouts of stockrooms, warehouses, or other storage areas, considering turnover, size, weight, or related factors pertaining to items stored.

Context: We use Facebook and Microsoft Publisher; the work draws on administration and management, administrative and economics and accounting.
Space: [store, facility]
Goals: [flow, display]

Generate layout options with pros and cons. Give 10 quite different options from safe to bold, then develop the best 2.

10-minute exercise: Layout design

Step 1Pick a real example: the next time you plan layouts of stockrooms and warehouses.
Step 2Fill in [Space] and [Goals] with the real details, then run the prompt.
Step 3Pick the idea that sparks something and develop it yourself for 5 minutes.

Check the usage rules for AI images and text in your field, and make sure the final work is original.

Importance 2.4/5 · O*NET work activity: Plan facility layouts or designs..

These stay human 6

They need your hands, your presence or your accountable judgment. Lean into them: they get more valuable as routine work is automated.

📏 Measured in this job (O*NET work context): Face-to-face discussions: every day · Contact with others: constant contact with others · Dealing with the public: very important · Impact of decisions: important results

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

Daily

Leading people runs on trust. AI can prep the paperwork around it.

Show prep prompt & steps

Where AI still helps: AI can prep the paperwork around leading: meeting agendas, feedback drafts, rotas, briefings and difficult-conversation rehearsals.

Prep prompt

I work as a first-line supervisor of office and administrative support workers. Part of my job is to supervise the work of office, administrative, or customer service employees to ensure adherence to quality standards, deadlines, and proper procedures, correcting errors or problems.

Context: The work draws on administration and management, administrative and economics and accounting.
Team: [admin, customer service]
Issue or goal: [describe]

Help me prepare: the key message in 2 sentences, what good looks like, how people might react and how I'll respond, and one thing I'll check next week.

10-minute exercise: Supervising office staff

Step 1Pick a real example: the next time you supervise the work of office, administrative and customer service (today). Leave out names and identifying details.
Step 2Fill in [Team] and [Issue or goal] with the real details, then run the prompt.
Step 3Afterward, note one thing people responded to and one thing you'd change.

Importance 4.4/5 · core task · O*NET work activity: Supervise clerical or administrative personnel..

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

Monthly

Leading people runs on trust. AI can prep the paperwork around it.

Show prep prompt & steps

Where AI still helps: AI can prep the paperwork around leading: meeting agendas, feedback drafts, rotas, briefings and difficult-conversation rehearsals.

Prep prompt

I work as a first-line supervisor of office and administrative support workers. Part of my job is to discuss job performance problems with employees to identify causes and issues and to work on resolving problems.

Context: The work draws on administration and management, administrative and economics and accounting.
Team: [admin, customer service]
Issue or goal: [describe]

Help me prepare: the key message in 2 sentences, what good looks like, how people might react and how I'll respond, and one thing I'll check next week.

10-minute exercise: Supervising office staff

Step 1Pick a real example: the next time you discuss job performance problems. Leave out names and identifying details.
Step 2Fill in [Team] and [Issue or goal] with the real details, then run the prompt.
Step 3Afterward, note one thing people responded to and one thing you'd change.

Importance 4.1/5 · core task · O*NET work activity: Supervise clerical or administrative personnel..

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

Weekly

Leading people runs on trust. AI can prep the paperwork around it.

Show prep prompt & steps

Where AI still helps: AI can prep the paperwork around leading: meeting agendas, feedback drafts, rotas, briefings and difficult-conversation rehearsals.

Prep prompt

I work as a first-line supervisor of office and administrative support workers. Part of my job is to coordinate activities with other supervisory personnel or with other work units or departments.

Context: The work draws on administration and management, administrative and economics and accounting.
Operation: [describe]
People: [describe]

Plan coordination and communication. Give me the key message in 2 sentences, how people might react, and how to respond to each.

10-minute exercise: Coordinating operations

Step 1Pick a real example: the next time you coordinate activities with other supervisory personnel (this week). Leave out names and identifying details.
Step 2Fill in [Operation] and [People] with the real details, then run the prompt.
Step 3Afterward, note one thing people responded to and one thing you'd change.

Importance 3.9/5 · core task · O*NET work activity: Coordinate operational activities..

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

Monthly

Leading people runs on trust. AI can prep the paperwork around it.

Show prep prompt & steps

Where AI still helps: AI can prep the paperwork around leading: meeting agendas, feedback drafts, rotas, briefings and difficult-conversation rehearsals.

Prep prompt

I work as a first-line supervisor of office and administrative support workers. Part of my job is to evaluate employees' job performance and conformance to regulations and recommend appropriate personnel action.

Context: The work draws on administration and management, administrative and economics and accounting.
Team: [admin, customer service]
Issue or goal: [describe]

Help me prepare: the key message in 2 sentences, what good looks like, how people might react and how I'll respond, and one thing I'll check next week.

10-minute exercise: Supervising office staff

Step 1Pick a real example: the next time you evaluate employees' job performance and conformance. Leave out names and identifying details.
Step 2Fill in [Team] and [Issue or goal] with the real details, then run the prompt.
Step 3Afterward, note one thing people responded to and one thing you'd change. Confirm the rules against the current official source.

Rules and regulations vary by place and change often. Confirm against the official source before relying on anything.

Importance 4.0/5 · core task · O*NET work activity: Supervise clerical or administrative personnel..

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

Weekly

Leading people runs on trust. AI can prep the paperwork around it.

Show prep prompt & steps

Where AI still helps: AI can prep the paperwork around leading: meeting agendas, feedback drafts, rotas, briefings and difficult-conversation rehearsals.

Prep prompt

I work as a first-line supervisor of office and administrative support workers. Part of my job is to coordinate or perform activities associated with shipping, receiving, distribution, or transportation.

Context: The work draws on administration and management, administrative and economics and accounting.
Operation: [describe]
People: [describe]

Plan coordination and communication. Give me the key message in 2 sentences, how people might react, and how to respond to each.

10-minute exercise: Coordinating operations

Step 1Pick a real example: the next time you coordinate or perform activities (this week).
Step 2Fill in [Operation] and [People] with the real details, then run the prompt.
Step 3Afterward, note one thing people responded to and one thing you'd change.

Importance 3.2/5 · O*NET work activity: Coordinate operational activities..

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

Monthly

Leading people runs on trust. AI can prep the paperwork around it.

Show prep prompt & steps

Where AI still helps: AI can prep the paperwork around leading: meeting agendas, feedback drafts, rotas, briefings and difficult-conversation rehearsals.

Prep prompt

I work as a first-line supervisor of office and administrative support workers. Part of my job is to plan for or coordinate office services, such as equipment or supply acquisition or organization, disposal of assets, relocation, parking, maintenance, or security services.

Context: The work draws on administration and management, administrative and economics and accounting.
Operation: [describe]
People: [describe]

Plan coordination and communication. Give me the key message in 2 sentences, how people might react, and how to respond to each.

10-minute exercise: Coordinating operations

Step 1Pick a real example: the next time you plan for coordinate office services.
Step 2Fill in [Operation] and [People] with the real details, then run the prompt.
Step 3Afterward, note one thing people responded to and one thing you'd change.

Importance 3.1/5 · O*NET work activity: Coordinate operational activities..

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Your next moves

Skills to build

From O*NET's ratings of how important each skill is in this job, matched to which part of the work it supports.

Stays human Deepen these

They power the human-led work, which is the part of the job AI can't take over.

  • Coordinationimportance 4.0/5
    Used in: Guiding, Directing, and Motivating Subordinates
  • Active Learningimportance 3.8/5
    Used in: Guiding, Directing, and Motivating Subordinates
  • Time Managementimportance 3.8/5
    Used in: Guiding, Directing, and Motivating Subordinates
  • Learning Strategiesimportance 3.6/5
    Used in: Guiding, Directing, and Motivating Subordinates

With AI Use these to work with AI

When AI does the first draft, these are the skills you use to brief it and check what comes back.

  • Critical Thinkingimportance 3.9/5
    Used in: Interpreting the Meaning of Information for Others
  • Speakingimportance 4.0/5
    Used in: Interpreting the Meaning of Information for Others
  • Writingimportance 3.8/5
    Used in: Interpreting the Meaning of Information for Others
  • Active Listeningimportance 4.0/5
    Used in: Interpreting the Meaning of Information for Others

Where you could move

Related jobs from O*NET with the closest skill profile, favouring ones where more of the work stays human. No step down in preparation.

Getting into this job

Bachelor's degree is most common (45% of workers)

  • High school or less 23%
  • Certificate or some college 21%
  • Associate's 10%
  • Bachelor's 45%
  • Graduate degree 1%
  • On-the-job training: 6–12 months
  • Related experience: 4–6 years

What workers in this job report, from O*NET surveys (typical values).

Software in this job

In-demand tools from O*NET. Many now have AI built in, so check what yours can do before adding a new tool.

Adobe AcrobatApple macOSFacebookGoogle DocsHenry Schein DentrixIBM SPSS StatisticsIntuit QuickBooksMEDITECH softwareMicrosoft AccessMicrosoft ExcelMicrosoft Office softwareMicrosoft Outlook