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How a regulatory affairs specialist can use AI, task by task

O*NET 13-1041.07: Regulatory Affairs SpecialistsMedian pay $80,730/year (BLS, May 2025)30 tasksJob Zone 4: Considerable preparation

Coordinate and document internal regulatory processes, such as internal audits, inspections, license renewals, or registrations. May compile and prepare materials for submission to regulatory agencies.

Type your own title and every prompt on this page updates to match. Also called: Drug Regulatory Affairs Specialist, QA Specialist (Quality Assurance Specialist), RA Analyst (Regulatory Affairs Analyst), RA Associate (Regulatory Affairs Associate), RA Consultant (Regulatory Affairs Consultant), RA Strategist (Regulatory Affairs Strategist), Regulatory Consultant, Regulatory Services Consultant, Regulatory Specialist, Regulatory Submissions Associate.

Where AI fits in this job

AI-ready 25%AI-assist 71%Stays human 4%

Share of the job's tasks, weighted by how important and how frequent each task is (O*NET ratings). 6 AI-ready, 22 AI-assist and 2 human-led tasks out of 30. 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).

💪 Lean into these

Core tasks that stay human. These skills get more valuable as the routine work gets automated.

  1. Coordinate recall or market withdrawal activities as necessary.Lead people · A few times a year
  2. Direct the collection and preparation of laboratory samples as requested by regulatory agencies.Lead people · A few times a year

AI can draft these 6

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

Maintain current knowledge base of existing and emerging regulations, standards, or guidance documents.

Weekly

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 regulatory affairs specialist. Part of my job is to maintain current knowledge base of existing and emerging regulations, standards, or guidance documents.

Context: The work draws on law and government, administrative and administration and management.
Area: [regulations, standards]
Jurisdiction: [where]

Summarize recent and pending changes, with official sources to check. Use examples from my line of work, quiz me with 5 questions one at a time, and list trustworthy sources.

10-minute exercise: Regulatory update

Step 1Pick a real example: the next time you maintain current knowledge base of existing and emerging regulations, standards (this week).
Step 2Fill in [Area] and [Jurisdiction] with the real details, then run the prompt.
Step 3Verify every change at the official source.

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

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

Importance 4.7/5 · core task · O*NET work activity: Update knowledge of legal or regulatory environments..

Compile and maintain regulatory documentation databases or systems.

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 86% 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 regulatory affairs specialist. Part of my job is to compile and maintain regulatory documentation databases or systems.

Context: We use Healthcare common procedure coding system HCPCS and Medical procedure coding software.
System: [describe]
Data: [paste]

Draft entries in the required format. Use plain language and headings where they help, and mark anything you had to guess with [CHECK].

10-minute exercise: Database records update

Step 1Pick a real example: the next time you compile and maintain regulatory documentation databases or systems (this week).
Step 2Fill in [System] and [Data] 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: Maintain data in information systems or databases..

Develop regulatory strategies for products.

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 regulatory affairs specialist. Part of my job is to develop regulatory strategies for products.

Context: We use Microsoft Project and SAP software; the work draws on law and government, administrative and administration and management.
Goal: [more donors, regulatory approval, market share]
Situation: [audience, competitors, constraints, budget]

Draft 3 strategy options with tactics, costs, risks and measures of success, then recommend one. 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: Draft a strategy

Step 1Pick a real example: the next time you develop regulatory strategies (this week).
Step 2Fill in [Goal] and [Situation] with the real details, then run the prompt.
Step 3Pressure-test the recommended option with one colleague before adopting it. 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 4.3/5 · core task · O*NET work activity: Develop business or market strategies.. Also involves: Prepare regulatory or compliance documentation..

Prepare or maintain technical files as necessary to obtain and sustain product approval.

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 57% 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 regulatory affairs specialist. Part of my job is to prepare or maintain technical files as necessary to obtain and sustain product approval.

Context: We use Healthcare common procedure coding system HCPCS and Medical procedure coding software.
Submission: [type, agency]
Materials: [describe]

Draft an outline and checklist of required sections. Use plain language and headings where they help, and mark anything you had to guess with [CHECK].

10-minute exercise: Regulatory submission prep

Step 1Pick a real example: the next time you prepare or maintain technical files (this week).
Step 2Fill in [Submission] and [Materials] 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 4.4/5 · core task · O*NET work activity: Prepare regulatory or compliance documentation..

Obtain and distribute updated information regarding domestic or international laws, guidelines, or standards.

Monthly

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 regulatory affairs specialist. Part of my job is to obtain and distribute updated information regarding domestic or international laws, guidelines, or standards.

Context: The work draws on law and government, administrative and administration and management.
Area: [regulations, standards]
Jurisdiction: [where]

Summarize recent and pending changes, with official sources to check. Use examples from my line of work, quiz me with 5 questions one at a time, and list trustworthy sources.

10-minute exercise: Regulatory update

Step 1Pick a real example: the next time you obtain and distribute updated information regarding domestic or international laws, guidelines.
Step 2Fill in [Area] and [Jurisdiction] with the real details, then run the prompt.
Step 3Verify every change at the official source.

AI's knowledge has a cutoff date. For new regulations and standards, always confirm against the 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: Update knowledge of legal or regulatory environments..

Write or update standard operating procedures, work instructions, or policies.

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 regulatory affairs specialist. Part of my job is to write or update standard operating procedures, work instructions, or policies.

Context: We use Healthcare common procedure coding system HCPCS and Medical procedure coding software.
Topic: [procurement, bids, spill prevention]
Requirements: [regulations, internal rules]

Draft guidelines with clear rules, examples and exceptions. Use plain language and headings where they help, and mark anything you had to guess with [CHECK].

10-minute exercise: Guidelines draft

Step 1Pick a real example: the next time you write or update standard operating procedures.
Step 2Fill in [Topic] and [Requirements] 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 3.6/5 · core task · O*NET work activity: Establish organizational guidelines or policies.. Also involves: Prepare financial documents..

AI can help you prep these 22

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

Coordinate, prepare, or review regulatory submissions for domestic or international projects.

Weekly

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 51% 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 regulatory affairs specialist. Part of my job is to coordinate, prepare, or review regulatory submissions for domestic or international projects.

Context: We use Healthcare common procedure coding system HCPCS and Medical procedure coding software.
Submission: [type, agency]
Materials: [describe]

Draft an outline and checklist of required sections. Use plain language and headings where they help, and mark anything you had to guess with [CHECK].

10-minute exercise: Regulatory submission prep

Step 1Pick a real example: the next time you coordinate, prepare, or review regulatory submissions (this week).
Step 2Fill in [Submission] and [Materials] 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 4.8/5 · core task · O*NET work activity: Prepare regulatory or compliance documentation.. Also involves: Coordinate regulatory documentation activities..

Coordinate efforts associated with the preparation of regulatory documents or submissions.

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 regulatory affairs specialist. Part of my job is to coordinate efforts associated with the preparation of regulatory documents or submissions.

Context: We use Microsoft SharePoint and Adobe Acrobat; the work draws on law and government, administrative and administration and management.
Submission: [type, agency, deadline]
Contributors and documents: [who owes what]

Make a tracker: each required section, owner, status, review step and the agency requirement it meets.

10-minute exercise: Regulatory submission coordination

Step 1Pick a real example: the next time you coordinate efforts (this week).
Step 2Fill in [Submission] and [Contributors and documents] with the real details, then run the prompt.
Step 3Check the section list against the agency's current guidance. 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 4.6/5 · core task · O*NET work activity: Coordinate regulatory documentation activities..

Determine the types of regulatory submissions or internal documentation that are required in situations such as proposed device changes or labeling changes.

Weekly

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 regulatory affairs specialist. Part of my job is to determine the types of regulatory submissions or internal documentation that are required in situations such as proposed device changes or labeling changes.

Context: We use LexisNexis and Analyse-it; the work draws on law and government, administrative and administration and management.
Activity: [purchasing, product, submission]
Context: [industry, jurisdiction]

List laws and regulations that may apply, required submissions or records, and how to confirm each.

10-minute exercise: Which rules apply to us?

Step 1Pick a real example: the next time you determine the types of regulatory submissions or internal documentation (this week).
Step 2Fill in [Activity] and [Context] with the real details, then run the prompt.
Step 3Keep the confirmed list as a checklist. 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 4.5/5 · core task · O*NET work activity: Evaluate applicable laws and regulations to determine impact on organizational activities..

Advise project teams on subjects such as premarket regulatory requirements, export and labeling requirements, or clinical study compliance issues.

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 regulatory affairs specialist. Part of my job is to advise project teams on subjects such as premarket regulatory requirements, export and labeling requirements, or clinical study compliance issues.

Context: The work draws on law and government, administrative 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 project teams (this week).
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 4.3/5 · core task · O*NET work activity: Advise others on legal or regulatory compliance matters..

Review product promotional materials, labeling, batch records, specification sheets, or test methods for compliance with applicable regulations and policies.

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 regulatory affairs specialist. Part of my job is to review product promotional materials, labeling, batch records, specification sheets, or test methods for compliance with applicable regulations and policies.

Context: We use Microsoft SharePoint and Adobe Acrobat; the work draws on law and government, administrative and administration and management.
Product or label: [paste]
Regulations: [requirements]

Check each requirement and flag issues. Make a table: requirement, met / not met / unclear, and the exact evidence.

10-minute exercise: Label and product compliance

Step 1Pick a real example: the next time you review product promotional materials (this week).
Step 2Fill in [Product or label] and [Regulations] 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 4.2/5 · core task · O*NET work activity: Examine product information to ensure compliance with regulations..

Provide technical review of data or reports to be incorporated into regulatory submissions to assure scientific rigor, accuracy, and clarity of presentation.

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 regulatory affairs specialist. Part of my job is to provide technical review of data or reports to be incorporated into regulatory submissions to assure scientific rigor, accuracy, and clarity of presentation.

Context: We use Microsoft SharePoint and Adobe Acrobat; the work draws on law and government, administrative and administration and management.
Submission: [type, agency, deadline]
Contributors and documents: [who owes what]

Make a tracker: each required section, owner, status, review step and the agency requirement it meets.

10-minute exercise: Regulatory submission coordination

Step 1Pick a real example: the next time you provide technical review of data or reports (this week).
Step 2Fill in [Submission] and [Contributors and documents] with the real details, then run the prompt.
Step 3Check the section list against the agency's current guidance. 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 4.2/5 · core task · O*NET work activity: Coordinate regulatory documentation activities..

Identify relevant guidance documents, international standards, or consensus standards.

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 42% 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 regulatory affairs specialist. Part of my job is to identify relevant guidance documents, international standards, or consensus standards.

Context: We use Microsoft SharePoint and Adobe Acrobat; the work draws on law and government, administrative and administration and management.
Documents: [paste or describe]
Requirements: [regulatory, policy]

Check completeness, accuracy and timelines. Make a table: requirement, met / not met / unclear, and the exact evidence.

10-minute exercise: Submission review

Step 1Pick a real example: the next time you identify relevant guidance documents, international standards and consensus standards (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.

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

Importance 4.3/5 · core task · O*NET work activity: Review documents or materials for compliance with policies or regulations.. Also involves: Compile technical information or documentation.; Evaluate applicable laws and regulations to determine impact on organizational activities..

Interpret regulatory rules or rule changes and ensure that they are communicated through corporate policies and procedures.

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 37% 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 regulatory affairs specialist. Part of my job is to interpret regulatory rules or rule changes and ensure that they are communicated through corporate policies and procedures.

Context: The work draws on law and government, administrative and administration and management.
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 regulatory rules.
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. 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 4.3/5 · core task · O*NET work activity: Explain regulations, policies, or procedures..

Prepare or direct the preparation of additional information or responses as requested by regulatory agencies.

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 regulatory affairs specialist. Part of my job is to prepare or direct the preparation of additional information or responses as requested by regulatory agencies.

Context: We use Microsoft SharePoint and Adobe Acrobat; the work draws on law and government, administrative and administration and management.
Submission: [type, agency, deadline]
Contributors and documents: [who owes what]

Make a tracker: each required section, owner, status, review step and the agency requirement it meets.

10-minute exercise: Regulatory submission coordination

Step 1Pick a real example: the next time you prepare or direct the preparation of additional information or responses.
Step 2Fill in [Submission] and [Contributors and documents] with the real details, then run the prompt.
Step 3Check the section list against the agency's current guidance. 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 4.6/5 · core task · O*NET work activity: Coordinate regulatory documentation activities..

Communicate with regulatory agencies regarding pre-submission strategies, potential regulatory pathways, compliance test requirements, or clarification and follow-up of submissions under review.

Monthly

AI preps the paperwork; approving and paying stay with you.

Show prompt & steps

AI can prep the paperwork, extract details from documents and make checklists. Approving, paying and verifying stay with you.

Ready-to-use prompt

I work as a regulatory affairs specialist. Part of my job is to communicate with regulatory agencies regarding pre-submission strategies, potential regulatory pathways, compliance test requirements, or clarification and follow-up of submissions under review.

Context: We use Healthcare common procedure coding system HCPCS and Medical procedure coding software.
What needs approval: [shipment, filing, permit, submission]
Agency or body: [who approves]

List documents required, forms, deadlines, typical questions from the agency, and a tracker template. Point out anything missing or inconsistent and suggest a template I can reuse.

10-minute exercise: Authorization paperwork tracker

Step 1Pick a real example: the next time you communicate with regulatory agencies regarding pre-submission strategies, potential regulatory pathways.
Step 2Fill in [What needs approval] and [Agency or body] with the real details, then run the prompt.
Step 3Check the document list against the agency's current requirements. Confirm the rules against the current official source.

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

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

Importance 4.7/5 · core task · O*NET work activity: Obtain documentation to authorize activities..

Review adverse drug reactions and file all related reports in accordance with regulatory agency guidelines.

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 regulatory affairs specialist. Part of my job is to review adverse drug reactions and file all related reports in accordance with regulatory agency guidelines.

Context: We use Microsoft SharePoint and Adobe Acrobat; the work draws on law and government, administrative and administration and management.
Product or label: [paste]
Regulations: [requirements]

Check each requirement and flag issues. Make a table: requirement, met / not met / unclear, and the exact evidence.

10-minute exercise: Label and product compliance

Step 1Pick a real example: the next time you review adverse drug reactions (this week).
Step 2Fill in [Product or label] and [Regulations] 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 4.6/5 · core task · O*NET work activity: Examine product information to ensure compliance with regulations..

Review clinical protocols to ensure collection of data needed for regulatory submissions.

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 regulatory affairs specialist. Part of my job is to review clinical protocols to ensure collection of data needed for regulatory submissions.

Context: We use LexisNexis and Analyse-it; the work draws on law and government, administrative and administration and management.
Activity: [purchasing, product, submission]
Context: [industry, jurisdiction]

List laws and regulations that may apply, required submissions or records, and how to confirm each.

10-minute exercise: Which rules apply to us?

Step 1Pick a real example: the next time you review clinical protocols.
Step 2Fill in [Activity] and [Context] with the real details, then run the prompt.
Step 3Keep the confirmed list as a checklist. 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 4.1/5 · core task · O*NET work activity: Evaluate applicable laws and regulations to determine impact on organizational activities..

Recommend changes to company procedures in response to changes in regulations or standards.

A few times a year

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 30% 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 regulatory affairs specialist. Part of my job is to recommend changes to company procedures in response to changes in regulations or standards.

Context: The work draws on law and government, administrative 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 recommend changes to company procedures in response to changes.
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 4.0/5 · core task · O*NET work activity: Advise others on legal or regulatory compliance matters..

Develop or conduct employee regulatory training.

A few times a year

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 regulatory affairs specialist. Part of my job is to develop or conduct employee regulatory training.

Context: We use Microsoft PowerPoint; the work draws on law and government, administrative and administration and management.
Procedure or form: [describe]
Staff: [describe]

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

10-minute exercise: Compliance procedures training

Step 1Pick a real example: the next time you develop or conduct employee regulatory training. Leave out names and identifying details.
Step 2Fill in [Procedure or form] 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. 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 3.7/5 · core task · O*NET work activity: Train personnel in organizational or compliance procedures..

Participate in internal or external audits.

A few times a year

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 62% 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 regulatory affairs specialist. Part of my job is to participate in internal or external audits.

Context: We use Microsoft SharePoint and Adobe Acrobat; the work draws on law and government, administrative and administration and management.
Process: [financial or information system]
Risks: [fraud, error]

Evaluate controls and suggest improvements. Make a table: requirement, met / not met / unclear, and the exact evidence.

10-minute exercise: Controls review

Step 1Pick a real example: the next time you participate in internal or external audits.
Step 2Fill in [Process] and [Risks] 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: Examine financial records or processes..

Provide pre-, ongoing, and post-inspection follow-up assistance to governmental inspectors.

A few times a year

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 regulatory affairs specialist. Part of my job is to provide pre-, ongoing, and post-inspection follow-up assistance to governmental inspectors.

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 provide pre-.
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.

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

Importance 4.3/5 · core task · O*NET work activity: Communicate with government agencies..

Develop or track quality metrics.

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 regulatory affairs specialist. Part of my job is to develop or track quality metrics.

Context: We use MicroStrategy and Qlik Tech QlikView; the work draws on law and government, administrative and administration and management.
Indicators: [quality, sustainability, business metrics]
Data: [paste recent values]

Summarize trends, flag metrics off target, and suggest a simple dashboard layout. Show your working step by step and give spreadsheet formulas so I can reproduce the numbers.

10-minute exercise: Indicator dashboard

Step 1Pick a real example: the next time you develop or track quality metrics.
Step 2Fill in [Indicators] and [Data] with the real details, then run the prompt.
Step 3Build the dashboard layout in your spreadsheet.

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

Importance 3.5/5 · core task · O*NET work activity: Monitor business indicators..

Recommend adjudication of product complaints.

Monthly

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

📊 Real AI use (Anthropic Economic Index, Apr 2026 to May 2026): AI completed the task directly in 55% of those conversations; the rest were back-and-forth with the person.

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 regulatory affairs specialist. Part of my job is to recommend adjudication of product complaints.

Context: We use MicroStrategy and Qlik Tech QlikView; the work draws on law and government, administrative and administration and management.
Failure or complaint: [what failed, how often, conditions]
Data: [test results, returns, logs]

List possible causes ranked by likelihood, tests to confirm each, and corrective actions. Show your working step by step and give spreadsheet formulas so I can reproduce the numbers.

10-minute exercise: Failure analysis

Step 1Pick a real example: the next time you recommend adjudication of product complaints.
Step 2Fill in [Failure or complaint] 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 4.1/5 · O*NET work activity: Investigate system, equipment, or product failures.. Also involves: Analyze data to identify or resolve operational problems.; Recommend changes or corrective procedures..

Prepare responses to customer requests for information, such as product data, written regulatory affairs statements, surveys, or questionnaires.

Monthly

AI builds you an answer bank; exceptions and the human touch are yours.

📊 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

Build a personal answer bank with AI for the questions you get every day. In the moment, the human touch and the judgment about exceptions are yours.

Ready-to-use prompt

I work as a regulatory affairs specialist. Part of my job is to prepare responses to customer requests for information, such as product data, written regulatory affairs statements, surveys, or questionnaires.

Context: We use Healthcare common procedure coding system HCPCS and Medical procedure coding software; the work draws on law and government, administrative and administration and management.
Inquiries: [paste examples, no personal data]
Facts: [policies]

Draft reply templates. Keep answers to 2-3 sentences and flag any that depend on the situation.

10-minute exercise: Written responses

Step 1Pick a real example: the next time you prepare responses. Leave out names and identifying details.
Step 2Fill in [Inquiries] and [Facts] with the real details, then run the prompt.
Step 3Save the answers you'd actually use and tweak each one the first time you send it. Confirm the rules against the current official source.

Don't paste customers' personal details into AI tools. Describe the situation instead.

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

Importance 3.3/5 · core task · O*NET work activity: Correspond with customers to answer questions or resolve complaints..

Determine requirements applying to treatment, storage, shipment, or disposal of potentially hazardous production-related waste.

Monthly

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 regulatory affairs specialist. Part of my job is to determine requirements applying to treatment, storage, shipment, or disposal of potentially hazardous production-related waste.

Context: We use LexisNexis and Analyse-it; the work draws on law and government, administrative and administration and management.
Activity: [treatment, storage, shipment, operations]
Jurisdiction: [federal, state, local]

List regulations that likely apply, what each requires of us, and documents or permits needed. Mark anything uncertain.

10-minute exercise: Regulation-to-requirements map

Step 1Pick a real example: the next time you determine requirements to treatment.
Step 2Fill in [Activity] and [Jurisdiction] with the real details, then run the prompt.
Step 3Turn the confirmed list into your compliance checklist. Check it against the manufacturer's manual and your site procedure before you rely on it.

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

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

Importance 3.8/5 · O*NET work activity: Analyze environmental regulations to ensure organizational compliance..

Determine regulations or procedures related to the management, collection, reuse, recovery, or recycling of packaging waste.

Monthly

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 regulatory affairs specialist. Part of my job is to determine regulations or procedures related to the management, collection, reuse, recovery, or recycling of packaging waste.

Context: We use LexisNexis and Analyse-it; the work draws on law and government, administrative and administration and management.
Activity: [treatment, storage, shipment, operations]
Jurisdiction: [federal, state, local]

List regulations that likely apply, what each requires of us, and documents or permits needed. Mark anything uncertain.

10-minute exercise: Regulation-to-requirements map

Step 1Pick a real example: the next time you determine regulations or procedures.
Step 2Fill in [Activity] and [Jurisdiction] with the real details, then run the prompt.
Step 3Turn the confirmed list into your compliance checklist. 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 3.7/5 · O*NET work activity: Analyze environmental regulations to ensure organizational compliance..

Determine the legal implications of the production, supply, or use of ozone-depleting substances or equipment containing such substances.

Monthly

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 regulatory affairs specialist. Part of my job is to determine the legal implications of the production, supply, or use of ozone-depleting substances or equipment containing such substances.

Context: We use LexisNexis and Analyse-it; the work draws on law and government, administrative and administration and management.
Activity: [treatment, storage, shipment, operations]
Jurisdiction: [federal, state, local]

List regulations that likely apply, what each requires of us, and documents or permits needed. Mark anything uncertain.

10-minute exercise: Regulation-to-requirements map

Step 1Pick a real example: the next time you determine the legal implications of the production and supply.
Step 2Fill in [Activity] and [Jurisdiction] with the real details, then run the prompt.
Step 3Turn the confirmed list into your compliance checklist. 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 3.8/5 · O*NET work activity: Analyze environmental regulations to ensure organizational compliance..

These stay human 2

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): Contact with others: contact with others most of the time · Face-to-face discussions: once a week or more but not every day · Impact of decisions: important results

Coordinate recall or market withdrawal activities as necessary.

A few times a year

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 regulatory affairs specialist. Part of my job is to coordinate recall or market withdrawal activities as necessary.

Context: The work draws on law and government, administrative and administration and management.
Process: [recall, regulatory samples]
Team: [describe]

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

10-minute exercise: Overseeing business processes

Step 1Pick a real example: the next time you coordinate recall.
Step 2Fill in [Process] and [Team] 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: Oversee business processes..

Direct the collection and preparation of laboratory samples as requested by regulatory agencies.

A few times a year

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 regulatory affairs specialist. Part of my job is to direct the collection and preparation of laboratory samples as requested by regulatory agencies.

Context: The work draws on law and government, administrative and administration and management.
Process: [recall, regulatory samples]
Team: [describe]

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

10-minute exercise: Overseeing business processes

Step 1Pick a real example: the next time you direct the collection and preparation of laboratory samples.
Step 2Fill in [Process] and [Team] 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 3.7/5 · O*NET work activity: Oversee business processes..

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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: Coordinating the Work and Activities of Others
  • Reading Comprehensionimportance 4.0/5
    Used in: Evaluating Information to Determine Compliance with Standards
  • Active Listeningimportance 4.0/5
    Used in: Coordinating the Work and Activities of Others
  • Speakingimportance 4.0/5
    Used in: Coordinating the Work and Activities of 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.

  • Regulatory Affairs Managers10% human-led · Same preparation · $141,900/yr · usually bachelor's degreeSkills to build: Management of Personnel Resources, Time Management, Social Perceptiveness

Getting into this job

Bachelor's degree is most common (80% of workers)

  • Bachelor's 85%
  • Graduate degree 15%
  • On-the-job training: 6–12 months
  • Related experience: 2–4 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 AcrobatMicrosoft AccessMicrosoft ExcelMicrosoft Office softwareMicrosoft OutlookMicrosoft PowerPointMicrosoft ProjectMicrosoft SharePointMicrosoft SQL ServerMicrosoft VisioMicrosoft Visual BasicMicrosoft Word