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How a compliance manager can use AI, task by task

O*NET 11-9199.02: Compliance ManagersMedian pay $141,900/year (BLS, May 2025)29 tasksJob Zone 4: Considerable preparation

Plan, direct, or coordinate activities of an organization to ensure compliance with ethical or regulatory standards.

Type your own title and every prompt on this page updates to match. Also called: Accreditation Lieutenant, Accreditation Manager, Compliance Director, Compliance Manager, Compliance Operations Manager, Environmental Health and Safety Director, Environmental Manager, Environmental Program Manager, Health, Safety, and Environmental Manager (HSE Manager), Risk Manager.

Where AI fits in this job

AI-ready 17%AI-assist 82%Stays human 1%

Share of the job's tasks, weighted by how important and how frequent each task is (O*NET ratings). 4 AI-ready, 24 AI-assist and 1 human-led tasks out of 29. 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 4

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

Keep informed regarding pending industry changes, trends, or best practices.

Monthly

AI is a patient tutor for new rules and techniques.

📊 Real AI use (Anthropic Economic Index, Apr 2026 to May 2026): AI completed the task directly in 43% of those conversations; the rest were back-and-forth with the person.

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 compliance manager. Part of my job is to keep informed regarding pending industry changes, trends, or best practices.

Context: The work draws on law and government, personnel and human resources and administration and management.
Industry: [describe]
Focus: [technology, best practices]

Summarize trends, what they mean for my role, and sources to follow. Use examples from my line of work, quiz me with 5 questions one at a time, and list trustworthy sources.

10-minute exercise: Industry trend briefing

Step 1Pick a real example: the next time you keep informed regarding pending industry changes, trends and best practices.
Step 2Fill in [Industry] and [Focus] with the real details, then run the prompt.
Step 3Check one claim against an official or professional source.

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

Importance 4.0/5 · core task · O*NET work activity: Update knowledge about emerging industry or technology trends.. Also involves: Stay informed about current developments in field of specialization.; Maintain knowledge of current developments in area of expertise..

Monitor compliance systems to ensure their effectiveness.

Weekly

AI is a tireless first-pass checker.

📊 Real AI use (Anthropic Economic Index, Apr 2026 to May 2026): AI completed the task directly in 97% of those conversations; the rest were back-and-forth with the person. This label was updated from real usage data.

Show prompt & steps

AI is a tireless proofreader. It catches inconsistencies, missing fields and errors across documents and data, so your review time goes on what matters.

Ready-to-use prompt

I work as a compliance manager. Part of my job is to monitor compliance systems to ensure their effectiveness.

Context: We use QUMAS quality management solution software and 80-20 Software Leaders4; the work draws on law and government, personnel and human resources and administration and management.
Area: [policy, program, department]
Regulations: [list]
Evidence: [policies, records]

Make a compliance matrix: requirement, evidence, status, action. Make a table: requirement, met / not met / unclear, and the exact evidence.

10-minute exercise: Regulatory compliance review

Step 1Pick a real example: the next time you monitor compliance systems (this week).
Step 2Fill in [Area], [Regulations] and [Evidence] with the real details, then run the prompt.
Step 3Verify two requirements against the official text.

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

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: Monitor organizational compliance with regulations..

Prepare management reports regarding compliance operations and progress.

Monthly

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

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 compliance manager. Part of my job is to prepare management reports regarding compliance operations and progress.

Context: We use Healthcare common procedure coding system HCPCS and Microsoft SharePoint.
Matter: [incident, investigation, violation]
Findings: [paste notes]

Draft a report with findings and recommendations. Use plain language and headings where they help, and mark anything you had to guess with [CHECK].

10-minute exercise: Compliance or security report

Step 1Pick a real example: the next time you prepare management reports regarding compliance operations and progress.
Step 2Fill in [Matter] and [Findings] with the real details, then run the prompt.
Step 3Check every fact, name and number against your source before it goes anywhere. Confirm the rules against the current official source.

AI will happily make up numbers, names and dates. Every fact in the draft needs checking against your 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: Prepare reports related to compliance matters..

File appropriate compliance reports with regulatory agencies.

Monthly

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

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 compliance manager. Part of my job is to file appropriate compliance reports with regulatory agencies.

Context: We use Healthcare common procedure coding system HCPCS and Microsoft SharePoint.
Area: [safety, sanitation, subsidies]
Requirements: [regulations]

Draft a record-keeping log and checklist. Use plain language and headings where they help, and mark anything you had to guess with [CHECK].

10-minute exercise: Compliance records

Step 1Pick a real example: the next time you file appropriate compliance reports.
Step 2Fill in [Area] and [Requirements] with the real details, then run the prompt.
Step 3Check every fact, name and number against your source before it goes anywhere. Confirm the rules against the current official source.

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

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

Importance 4.3/5 · core task · O*NET work activity: Maintain regulatory or compliance documentation..

AI can help you prep these 24

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

Discuss emerging compliance issues to ensure that management and employees are informed about compliance reporting systems, policies, and practices.

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 compliance manager. Part of my job is to discuss emerging compliance issues to ensure that management and employees are informed about compliance reporting systems, policies, and practices.

Context: We use QUMAS quality management solution software and 80-20 Software Leaders4; the work draws on law and government, personnel and human resources and administration and management.
Policy or update: [describe]
Audience: [staff, organizations]

Draft an announcement and talking points. Use plain language, one everyday analogy, and the questions people are most likely to ask with short answers.

10-minute exercise: Policy communication

Step 1Pick a real example: the next time you discuss emerging compliance issues (this week). Leave out names and identifying details.
Step 2Fill in [Policy or update] and [Audience] with the real details, then run the prompt.
Step 3Check every answer is right for your workplace before you share it. Confirm the rules against the current official source.

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

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

Importance 4.4/5 · core task · O*NET work activity: Communicate organizational policies and procedures.. Also involves: Advise others on legal or regulatory compliance matters..

Identify compliance issues that require follow-up or investigation.

Weekly

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

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 compliance manager. Part of my job is to identify compliance issues that require follow-up or investigation.

Context: We use QUMAS quality management solution software and 80-20 Software Leaders4; the work draws on law and government, personnel and human resources and administration and management.
Property or facility: [describe]
Regulations: [codes or rules]
Findings: [what I observed]

Make a table of each issue, the rule it breaks, the corrective action and a deadline.

10-minute exercise: Compliance gap list

Step 1Pick a real example: the next time you identify compliance issues (this week).
Step 2Fill in [Property or facility], [Regulations] and [Findings] with the real details, then run the prompt.
Step 3Check each rule citation against the code book. Confirm the rules against the current official source.

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

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

Importance 4.4/5 · core task · O*NET work activity: Identify actions needed to bring properties or facilities into compliance with regulations..

Maintain documentation of compliance activities, such as complaints received or investigation outcomes.

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 compliance manager. Part of my job is to maintain documentation of compliance activities, such as complaints received or investigation outcomes.

Context: We use Healthcare common procedure coding system HCPCS and Microsoft SharePoint.
Area: [safety, sanitation, subsidies]
Requirements: [regulations]

Draft a record-keeping log and checklist. Use plain language and headings where they help, and mark anything you had to guess with [CHECK].

10-minute exercise: Compliance records

Step 1Pick a real example: the next time you maintain documentation of compliance activities (this week).
Step 2Fill in [Area] and [Requirements] with the real details, then run the prompt.
Step 3Check every fact, name and number against your source before it goes anywhere. Confirm the rules against the current official source.

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

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

Importance 4.2/5 · core task · O*NET work activity: Maintain regulatory or compliance documentation..

Provide employee training on compliance related topics, policies, or procedures.

Monthly

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 compliance manager. Part of my job is to provide employee training on compliance related topics, policies, or procedures.

Context: We use Microsoft PowerPoint and QUMAS quality management solution software; the work draws on law and government, personnel and human resources and administration and management.
Topic: [describe]
Employees: [describe]

Plan a program with sessions and evaluation. Include timings, a realistic practice scenario from my work, and a short check for understanding with answers.

10-minute exercise: Employee training program

Step 1Pick a real example: the next time you provide employee training. Leave out names and identifying details.
Step 2Fill in [Topic] and [Employees] 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. Confirm the rules against the current official source.

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

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

Importance 4.1/5 · core task · O*NET work activity: Conduct employee training programs..

Serve as a confidential point of contact for employees to communicate with management, seek clarification on issues or dilemmas, or report irregularities.

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 compliance manager. Part of my job is to serve as a confidential point of contact for employees to communicate with management, seek clarification on issues or dilemmas, or report irregularities.

Context: We use IBM Notes.
Groups: [departments, organizations]
Goal: [coordination]

Draft a message clarifying responsibilities and next steps. Keep it under 150 words with a clear ask, plus a 2-sentence version for chat.

10-minute exercise: Liaison message

Step 1Pick a real example: the next time you serve as a confidential point of contact (this week). Leave out names and identifying details.
Step 2Fill in [Groups] and [Goal] 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 4.1/5 · core task · O*NET work activity: Liaise between departments or other groups to improve function or communication..

Report violations of compliance or regulatory standards to duly authorized enforcement agencies as appropriate or required.

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 compliance manager. Part of my job is to report violations of compliance or regulatory standards to duly authorized enforcement agencies as appropriate or required.

Context: We use IBM Notes and QUMAS quality management solution software.
Agency: [regulator, government]
Purpose: [update, compliance, request]

Draft a clear, formal message. Keep it under 150 words with a clear ask, plus a 2-sentence version for chat.

10-minute exercise: Agency communication

Step 1Pick a real example: the next time you report violations of compliance or regulatory standards.
Step 2Fill in [Agency] and [Purpose] with the real details, then run the prompt.
Step 3Edit it until it sounds like you, then send it yourself. Confirm the rules against the current official source.

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

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

Importance 4.5/5 · core task · O*NET work activity: Communicate with government agencies..

Design or implement improvements in communication, monitoring, or enforcement of compliance standards.

Monthly

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 compliance manager. Part of my job is to design or implement improvements in communication, monitoring, or enforcement of compliance standards.

Context: We use Microsoft Project and Scheduling software; the work draws on law and government, personnel and human resources and administration and management.
Change: [new policy, goal, procedure]
People affected: [teams, roles]

Draft a rollout plan: steps, owners, communications, training, and how we'll know it's working. Lay it out as a table with steps, owner, timing and what could go wrong, then list the decisions I still need to make.

10-minute exercise: Roll out a policy change

Step 1Pick a real example: the next time you design or implement improvements.
Step 2Fill in [Change] and [People affected] with the real details, then run the prompt.
Step 3Cross out steps that won't work in practice and assign owners for the rest. Confirm the rules against the current official source.

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

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

Importance 3.9/5 · core task · O*NET work activity: Implement organizational process or policy changes.. Also involves: Develop operating strategies, plans, or procedures..

Direct the development or implementation of policies and procedures related to compliance throughout an organization.

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 compliance manager. Part of my job is to direct the development or implementation of policies and procedures related to compliance throughout an organization.

Context: We use Healthcare common procedure coding system HCPCS and Microsoft SharePoint.
Area: [security, IT, operations]
Goals: [what needs to happen reliably]
Constraints: [staff, budget, rules]

Draft an operating procedure with steps, responsibilities, checks and escalation. Use plain language and headings where they help, and mark anything you had to guess with [CHECK].

10-minute exercise: Operating plan or procedure

Step 1Pick a real example: the next time you direct the development or implementation of policies and procedures.
Step 2Fill in [Area], [Goals] and [Constraints] with the real details, then run the prompt.
Step 3Revise and publish the version that matches reality. Confirm the rules against the current official source.

AI will happily make up numbers, names and dates. Every fact in the draft needs checking against your 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: Develop operating strategies, plans, or procedures.. Also involves: Develop organizational policies or programs.; Manage control system activities in organizations..

Disseminate written policies and procedures related to compliance activities.

Monthly

AI helps you prepare clearer wording and likely questions.

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 compliance manager. Part of my job is to disseminate written policies and procedures related to compliance activities.

Context: We use QUMAS quality management solution software and 80-20 Software Leaders4; the work draws on law and government, personnel and human resources and administration and management.
Policy or update: [describe]
Audience: [staff, organizations]

Draft an announcement and talking points. Use plain language, one everyday analogy, and the questions people are most likely to ask with short answers.

10-minute exercise: Policy communication

Step 1Pick a real example: the next time you disseminate written policies and procedures.
Step 2Fill in [Policy or update] and [Audience] with the real details, then run the prompt.
Step 3Check every answer is right for your workplace before you share it. Confirm the rules against the current official source.

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

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: Communicate organizational policies and procedures..

Advise internal management or business partners on the implementation or operation of compliance programs.

Monthly

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 34% 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 compliance manager. Part of my job is to advise internal management or business partners on the implementation or operation of compliance programs.

Context: We use QUMAS quality management solution software and 80-20 Software Leaders4; the work draws on law and government, personnel and human resources and administration and management.
Issue: [market, operations, policy]
Audience: [groups, dealers]

Write advice with reasons. Use plain language, one everyday analogy, and the questions people are most likely to ask with short answers.

10-minute exercise: Business advice

Step 1Pick a real example: the next time you advise internal management or business partners.
Step 2Fill in [Issue] and [Audience] with the real details, then run the prompt.
Step 3Check every answer is right for your workplace before you share it. Confirm the rules against the current official source.

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

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

Importance 3.9/5 · core task · O*NET work activity: Advise others on business or operational matters..

Verify that all regulatory policies and procedures have been documented, implemented, and communicated.

Monthly

AI helps you prepare clearer wording and likely questions.

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 compliance manager. Part of my job is to verify that all regulatory policies and procedures have been documented, implemented, and communicated.

Context: We use CMO Compliance Regulatory Compliance Solution; the work draws on law and government, personnel and human resources and administration and management.
Policy or update: [describe]
Audience: [staff, organizations]

Draft an announcement and talking points. Use plain language, one everyday analogy, and the questions people are most likely to ask with short answers.

10-minute exercise: Policy communication

Step 1Pick a real example: the next time you verify that all regulatory policies and procedures have.
Step 2Fill in [Policy or update] and [Audience] with the real details, then run the prompt.
Step 3Check every answer is right for your workplace before you share it. Confirm the rules against the current official source.

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

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

Importance 4.1/5 · core task · O*NET work activity: Communicate organizational policies and procedures.. Also involves: Verify accuracy of records.; Implement organizational process or policy changes..

Conduct or direct the internal investigation of compliance issues.

Monthly

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

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 compliance manager. Part of my job is to conduct or direct the internal investigation of compliance issues.

Context: We use QUMAS quality management solution software and 80-20 Software Leaders4; the work draws on law and government, personnel and human resources and administration and management.
What I'm reviewing: [project, acquisition, operation]
Requirements: [regulations, standards, goals]

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

10-minute exercise: Compliance determination

Step 1Pick a real example: the next time you conduct or direct the internal investigation of compliance issues.
Step 2Fill in [What I'm reviewing] 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. Confirm the rules against the current official source.

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

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

Importance 4.1/5 · core task · O*NET work activity: Determine operational compliance with regulations or standards..

Conduct periodic internal reviews or audits to ensure that compliance procedures are followed.

Monthly

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

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 compliance manager. Part of my job is to conduct periodic internal reviews or audits to ensure that compliance procedures are followed.

Context: We use QUMAS quality management solution software and 80-20 Software Leaders4; the work draws on law and government, personnel and human resources and administration and management.
Area: [accounts, operations, betting]
Rules: [policies, regulations]

Draft an audit program: tests, samples, evidence. Make a table: requirement, met / not met / unclear, and the exact evidence.

10-minute exercise: Audit plan

Step 1Pick a real example: the next time you conduct periodic internal reviews or audits.
Step 2Fill in [Area] and [Rules] with the real details, then run the prompt.
Step 3Do your usual review too, and note what AI caught and what it missed. Confirm the rules against the current official source.

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

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: Conduct financial or regulatory audits..

Consult with corporate attorneys as necessary to address difficult legal compliance issues.

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 compliance manager. Part of my job is to consult with corporate attorneys as necessary to address difficult legal compliance issues.

Context: We use IBM Notes and QUMAS quality management solution software.
Topic: [issue to resolve]
Who: [board, staff, colleagues]

Draft talking points, options and asks. Keep it under 150 words with a clear ask, plus a 2-sentence version for chat.

10-minute exercise: Meeting with colleagues

Step 1Pick a real example: the next time you consult with corporate attorneys.
Step 2Fill in [Topic] and [Who] with the real details, then run the prompt.
Step 3Edit it until it sounds like you, then send it yourself. Confirm the rules against the current official source.

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

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

Importance 4.2/5 · core task · O*NET work activity: Confer with organizational members to accomplish work activities..

Collaborate with human resources departments to ensure the implementation of consistent disciplinary action strategies in cases of compliance standard violations.

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 compliance manager. Part of my job is to collaborate with human resources departments to ensure the implementation of consistent disciplinary action strategies in cases of compliance standard violations.

Context: We use IBM Notes and Human resource information system (HRIS).
Topic: [issue to resolve]
Who: [board, staff, colleagues]

Draft talking points, options and asks. Keep it under 150 words with a clear ask, plus a 2-sentence version for chat.

10-minute exercise: Meeting with colleagues

Step 1Pick a real example: the next time you collaborate with human resources departments.
Step 2Fill in [Topic] and [Who] with the real details, then run the prompt.
Step 3Edit it until it sounds like you, then send it yourself. Confirm the rules against the current official source.

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

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

Importance 3.8/5 · core task · O*NET work activity: Confer with organizational members to accomplish work activities..

Oversee internal reporting systems, such as corporate compliance hotlines.

Monthly

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 compliance manager. Part of my job is to oversee internal reporting systems, such as corporate compliance hotlines.

Context: We use Microsoft Project and Scheduling software; the work draws on law and government, personnel and human resources and administration and management.
Reporting: [hotline, documentation]
Owners: [describe]

Plan the reporting process and schedule. Lay it out as a table with steps, owner, timing and what could go wrong, then list the decisions I still need to make.

10-minute exercise: Reporting coordination

Step 1Pick a real example: the next time you oversee internal reporting systems.
Step 2Fill in [Reporting] and [Owners] with the real details, then run the prompt.
Step 3Cross out anything that won't work on the ground and ask AI to revise with your corrections. Confirm the rules against the current official source.

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

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

Importance 3.6/5 · O*NET work activity: Coordinate reporting or editing activities.. Also involves: Monitor organizational procedures to ensure proper functioning..

Provide assistance to internal or external auditors in compliance reviews.

A few times a year

AI gets you up to speed; confirm findings with records or people.

Show prompt & steps

AI can get you up to speed fast and suggest where to look, but you need to confirm findings against real sources, records or people.

Ready-to-use prompt

I work as a compliance manager. Part of my job is to provide assistance to internal or external auditors in compliance reviews.

Context: We use LexisNexis and StataCorp Stata; the work draws on law and government, personnel and human resources and administration and management.
Project: [research, audit, multidisciplinary]
My role: [describe]

List what to prepare, questions for collaborators, and a shared plan outline. Give sources I can check and say clearly when you're unsure.

10-minute exercise: Collaboration prep

Step 1Pick a real example: the next time you provide assistance.
Step 2Fill in [Project] and [My role] with the real details, then run the prompt.
Step 3Open two of the sources it gives and confirm the key claim before you use it. Confirm the rules against the current official source.

AI can invent sources and citations. Open every link and confirm it says what the AI claims.

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

Importance 3.9/5 · core task · O*NET work activity: Collaborate on research activities with scientists or technical specialists..

Develop risk management strategies based on assessment of product, compliance, or operational risks.

Monthly

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 compliance manager. Part of my job is to develop risk management strategies based on assessment of product, compliance, or operational risks.

Context: We use StataCorp Stata and Tax software; the work draws on law and government, personnel and human resources and administration and management.
Operation: [security, facility]
Incidents: [paste history]

Identify risks and response plans. Show your working step by step and give spreadsheet formulas so I can reproduce the numbers.

10-minute exercise: Loss prevention risk review

Step 1Pick a real example: the next time you develop risk management strategies based.
Step 2Fill in [Operation] and [Incidents] with the real details, then run the prompt.
Step 3Recompute the most important number yourself before you trust the rest. Confirm the rules against the current official source.

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

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

Importance 4.0/5 · O*NET work activity: Analyze risks to minimize losses or damages.. Also involves: Develop emergency response plans or procedures..

Advise technical professionals on the development or use of environmental compliance or reporting tools.

Monthly

AI helps you prepare clearer wording and likely questions.

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 compliance manager. Part of my job is to advise technical professionals on the development or use of environmental compliance or reporting tools.

Context: We use QUMAS quality management solution software and 80-20 Software Leaders4; the work draws on law and government, personnel and human resources and administration and management.
Topic: [EEO, patents, regulations]
Audience: [management]

Explain requirements and actions. Use plain language, one everyday analogy, and the questions people are most likely to ask with short answers.

10-minute exercise: Compliance advice

Step 1Pick a real example: the next time you advise technical professionals.
Step 2Fill in [Topic] and [Audience] with the real details, then run the prompt.
Step 3Check every answer is right for your workplace before you share it. Confirm the rules against the current official source.

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

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

Importance 3.8/5 · O*NET work activity: Advise others on legal or regulatory compliance matters..

Verify that software technology is in place to adequately provide oversight and monitoring in all required areas.

Monthly

AI drafts scripts and configs; design and security are yours.

📊 Real AI use (Anthropic Economic Index, Apr 2026 to May 2026): AI completed the task directly in 75% of those conversations; the rest were back-and-forth with the person.

Show prompt & steps

AI can draft configurations, scripts and test cases and explain unfamiliar systems. Architecture and security decisions need your expertise.

Ready-to-use prompt

I work as a compliance manager. Part of my job is to verify that software technology is in place to adequately provide oversight and monitoring in all required areas.

Context: The work draws on law and government, personnel and human resources and administration and management.
System: [backup, security, information system]
Requirements: [users, data, controls]

Propose architecture, components and a rollout plan. Propose the approach first, then the code with comments and tests, and point out security risks.

10-minute exercise: System design

Step 1Pick a real example: the next time you verify that software technology is in place.
Step 2Fill in [System] and [Requirements] with the real details, then run the prompt.
Step 3Run the tests yourself and read every line before you'd use it.

Don't paste secrets, passwords or proprietary code into tools your employer hasn't approved.

Importance 3.4/5 · O*NET work activity: Develop computer or information systems..

Review communications such as securities sales advertising to ensure there are no violations of standards or regulations.

Monthly

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

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 compliance manager. Part of my job is to review communications such as securities sales advertising to ensure there are no violations of standards or regulations.

Context: We use QUMAS quality management solution software and 80-20 Software Leaders4; the work draws on law and government, personnel and human resources and administration and management.
Material: [paste ad copy or script]
Rules: [company policy, regulations]

Flag claims or wording that may break rules and suggest compliant alternatives. Make a table: requirement, met / not met / unclear, and the exact evidence.

10-minute exercise: Marketing compliance review

Step 1Pick a real example: the next time you review communications.
Step 2Fill in [Material] and [Rules] with the real details, then run the prompt.
Step 3Do your usual review too, and note what AI caught and what it missed. Confirm the rules against the current official source.

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

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

Importance 3.6/5 · O*NET work activity: Examine marketing materials to ensure compliance with policies or regulations..

Evaluate testing procedures to meet the specifications of environmental monitoring programs.

Monthly

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

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 compliance manager. Part of my job is to evaluate testing procedures to meet the specifications of environmental monitoring programs.

Context: We use QUMAS quality management solution software and 80-20 Software Leaders4; the work draws on law and government, personnel and human resources and administration and management.
Program: [describe]
Standards: [policy, regulation]

Check progress against each standard. Make a table: requirement, met / not met / unclear, and the exact evidence.

10-minute exercise: Green program compliance

Step 1Pick a real example: the next time you evaluate testing procedures to meet the specifications of environmental.
Step 2Fill in [Program] and [Standards] with the real details, then run the prompt.
Step 3Do your usual review too, and note what AI caught and what it missed.

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

Importance 3.6/5 · O*NET work activity: Evaluate green operations or programs for compliance with standards or regulations..

Review or modify policies or operating guidelines to comply with changes to environmental standards or regulations.

A few times a year

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

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 compliance manager. Part of my job is to review or modify policies or operating guidelines to comply with changes to environmental standards or regulations.

Context: We use QUMAS quality management solution software and 80-20 Software Leaders4; the work draws on law and government, personnel and human resources and administration and management.
Program: [describe]
Standards: [policy, regulation]

Check progress against each standard. Make a table: requirement, met / not met / unclear, and the exact evidence.

10-minute exercise: Green program compliance

Step 1Pick a real example: the next time you review or modify policies or operating guidelines.
Step 2Fill in [Program] and [Standards] with the real details, then run the prompt.
Step 3Do your usual review too, and note what AI caught and what it missed. Confirm the rules against the current official source.

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

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

Importance 3.6/5 · O*NET work activity: Evaluate green operations or programs for compliance with standards or regulations.. Also involves: Develop organizational policies or programs..

Conduct environmental audits to ensure adherence to environmental standards.

A few times a year

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

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 compliance manager. Part of my job is to conduct environmental audits to ensure adherence to environmental standards.

Context: We use QUMAS quality management solution software and 80-20 Software Leaders4; the work draws on law and government, personnel and human resources and administration and management.
Site: [describe]
Standards: [regulations]

Make an audit checklist with evidence. Make a table: requirement, met / not met / unclear, and the exact evidence.

10-minute exercise: Environmental audit checklist

Step 1Pick a real example: the next time you conduct environmental audits.
Step 2Fill in [Site] and [Standards] with the real details, then run the prompt.
Step 3Do your usual review too, and note what AI caught and what it missed. Confirm the rules against the current official source.

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

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

Importance 3.7/5 · O*NET work activity: Conduct environmental audits..

These stay human 1

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 · Impact of decisions: important results · Frequency of decisions: once a week or more but not every day

Direct environmental programs, such as air or water compliance, aboveground or underground storage tanks, spill prevention or control, hazardous waste or materials management, solid waste recycling, medical waste management, indoor air quality, integrated pest management, employee training, or disaster preparedness.

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 compliance manager. Part of my job is to direct environmental programs, such as air or water compliance, aboveground or underground storage tanks, spill prevention or control, hazardous waste or materials management, solid waste recycling, medical waste management, indoor air quality, integrated pest management, employee training, or disaster preparedness.

Context: The work draws on law and government, personnel and human resources and administration and management.
Project: [describe]
Team: [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: Managing sustainability projects

Step 1Pick a real example: the next time you direct environmental programs. Leave out names and identifying details.
Step 2Fill in [Project] and [Team] with the real details, then run the prompt.
Step 3Afterward, note one thing people responded to and one thing you'd change. Check it against the manufacturer's manual and your site procedure before you rely on it.

Safety-critical: AI output is a starting point. Follow your site's procedures and the manufacturer's guidance.

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

Importance 3.4/5 · O*NET work activity: Manage environmental sustainability projects..

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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.

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 4.0/5
    Used in: Monitoring Processes, Materials, or Surroundings
  • Active Listeningimportance 3.9/5
    Used in: Monitoring Processes, Materials, or Surroundings
  • Reading Comprehensionimportance 4.0/5
    Used in: Monitoring Processes, Materials, or Surroundings
  • Writingimportance 3.9/5
    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.

  • Judges, Magistrate Judges, and Magistrates78% human-led · Needs more preparation · $153,990/yr · usually doctoral degreeSkills to build: Active Listening, Complex Problem Solving, Critical Thinking
  • Human Resources Managers12% human-led · Same preparation · $149,280/yr · usually bachelor's degreeSkills to build: Management of Financial Resources, Management of Personnel Resources, Time Management
  • Lawyers35% human-led · Needs more preparation · $159,670/yr · usually doctoral degreeSkills to build: Negotiation, Persuasion, Time Management
  • Management Analysts0% human-led · Same preparation · $101,860/yr · usually bachelor's degreeSkills to build: Operations Analysis, Mathematics, Systems Evaluation

Getting into this job

Bachelor's degree is most common (63% of workers)

  • High school or less 9%
  • Certificate or some college 8%
  • Associate's 5%
  • Bachelor's 63%
  • Graduate degree 14%
  • On-the-job training: 3–6 months
  • Related experience: 2–4 years
  • Professional certification: important (3.3/5)

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 SafariMicrosoft AccessMicrosoft ExcelMicrosoft Office softwareMicrosoft OutlookMicrosoft PowerPointMicrosoft ProjectMicrosoft SharePointMicrosoft VisioMicrosoft WindowsMicrosoft Word