UK AI Exposure · Managers, directors and senior officials
Managers and directors in the creative industries
Managers and directors in creative industries plan, organise, direct and co-ordinate the activities and resources of organisations in sectors such as arts, publishing, music, media, design and architecture.
- Employees (UK)
- 23k
- Median annual pay
- £50,868
- Exposure score ?
- 0.7/10 Minimal 9.1/10 Very high strict reading · with tools is 9.1/10 with-tools reading · strict is 0.7/10
- Wage exposure
- £82m £1.06bn
Higher exposure than 36% of the 379 UK occupations we scored.
What this score means
Most of this role's work is still genuinely hard for AI to do. Physical presence, bodily skill, high-context judgment, direct human care - the things that don't translate to text.
If you're in this role, here's what to do now
You're not in the firing line today. But the frontier moves. Build enough AI fluency now that you can direct it for the parts of your work that could benefit. People in unexposed roles who understand AI become unusually valuable inside their organisations.
Almost every routine task in this role is within reach of today's language models. Roles at this level are getting rebuilt - often not by disappearing, but by one person using AI to do three or five people's output.
If you're in this role, here's what to do now
You don't need to be afraid. You need to be the person doing the rebuilding. The operators who learn to direct AI at scale in this kind of work become hugely valuable. The ones who wait to be told what to do get told what to do - and that thing is often 'we don't need as many of you anymore.'
Where a project with Alex usually starts for this role
This role's strict reading is low because its top tasks are judgment, not drafting. The three highest-stakes tasks below are still usually where we start — flip the toggle to 'With tools' to see what AI plus the right context can compress.
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Report violations of compliance or regulatory standards to duly authorized enforcement agencies as appropriate or required.
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Identify compliance issues that require follow-up or investigation.
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Discuss emerging compliance issues to ensure that management and employees are informed about compliance reporting systems, policies, and practices.
These are the highest-importance tasks AI can already handle when paired with the right tools and context. In a typical engagement the first wins come from building workflows around these — usually the difference between an LLM that can technically do the job and one that actually does it inside your business.
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Report violations of compliance or regulatory standards to duly authorized enforcement agencies as appropriate or required.
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Identify compliance issues that require follow-up or investigation.
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Discuss emerging compliance issues to ensure that management and employees are informed about compliance reporting systems, policies, and practices.
Every role has three or four wedges like these. Finding them takes an hour. Turning them into a workflow your team actually uses takes a few days. Talk to Alex about a project →
The full task breakdown
Every O*NET task for this occupation, split by what AI can already do unaided versus what still needs a human. Importance is O*NET's 1–5 rating of how central each task is to the role.
Tasks via O*NET "Compliance Managers" (11-9199.02).
What AI can already do
2 of 29 tasks · unaided
Maintain documentation of compliance activities, such as complaints received or investigation outcomes.
Disseminate written policies and procedures related to compliance activities.
Where humans still hold the line
27 of 29 tasks
Report violations of compliance or regulatory standards to duly authorized enforcement agencies as appropriate or required.
Identify compliance issues that require follow-up or investigation.
Discuss emerging compliance issues to ensure that management and employees are informed about compliance reporting systems, policies, and practices.
File appropriate compliance reports with regulatory agencies.
Consult with corporate attorneys as necessary to address difficult legal compliance issues.
Conduct or direct the internal investigation of compliance issues.
Provide employee training on compliance related topics, policies, or procedures.
Serve as a confidential point of contact for employees to communicate with management, seek clarification on issues or dilemmas, or report irregularities.
Verify that all regulatory policies and procedures have been documented, implemented, and communicated.
Develop risk management strategies based on assessment of product, compliance, or operational risks.
Prepare management reports regarding compliance operations and progress.
Conduct periodic internal reviews or audits to ensure that compliance procedures are followed.
Keep informed regarding pending industry changes, trends, or best practices.
Monitor compliance systems to ensure their effectiveness.
Direct the development or implementation of policies and procedures related to compliance throughout an organization.
Advise internal management or business partners on the implementation or operation of compliance programs.
Design or implement improvements in communication, monitoring, or enforcement of compliance standards.
Provide assistance to internal or external auditors in compliance reviews.
Advise technical professionals on the development or use of environmental compliance or reporting tools.
Collaborate with human resources departments to ensure the implementation of consistent disciplinary action strategies in cases of compliance standard violations.
Conduct environmental audits to ensure adherence to environmental standards.
Evaluate testing procedures to meet the specifications of environmental monitoring programs.
Review or modify policies or operating guidelines to comply with changes to environmental standards or regulations.
Review communications such as securities sales advertising to ensure there are no violations of standards or regulations.
Oversee internal reporting systems, such as corporate compliance hotlines.
Verify that software technology is in place to adequately provide oversight and monitoring in all required areas.
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.
Tasks via O*NET "Compliance Managers" (11-9199.02).
What AI can already do
28 of 29 tasks · with tools
Report violations of compliance or regulatory standards to duly authorized enforcement agencies as appropriate or required.
Identify compliance issues that require follow-up or investigation.
Discuss emerging compliance issues to ensure that management and employees are informed about compliance reporting systems, policies, and practices.
File appropriate compliance reports with regulatory agencies.
Maintain documentation of compliance activities, such as complaints received or investigation outcomes.
Consult with corporate attorneys as necessary to address difficult legal compliance issues.
Conduct or direct the internal investigation of compliance issues.
Provide employee training on compliance related topics, policies, or procedures.
Verify that all regulatory policies and procedures have been documented, implemented, and communicated.
Develop risk management strategies based on assessment of product, compliance, or operational risks.
Disseminate written policies and procedures related to compliance activities.
Prepare management reports regarding compliance operations and progress.
Conduct periodic internal reviews or audits to ensure that compliance procedures are followed.
Keep informed regarding pending industry changes, trends, or best practices.
Monitor compliance systems to ensure their effectiveness.
Direct the development or implementation of policies and procedures related to compliance throughout an organization.
Advise internal management or business partners on the implementation or operation of compliance programs.
Design or implement improvements in communication, monitoring, or enforcement of compliance standards.
Provide assistance to internal or external auditors in compliance reviews.
Advise technical professionals on the development or use of environmental compliance or reporting tools.
Collaborate with human resources departments to ensure the implementation of consistent disciplinary action strategies in cases of compliance standard violations.
Conduct environmental audits to ensure adherence to environmental standards.
Evaluate testing procedures to meet the specifications of environmental monitoring programs.
Review or modify policies or operating guidelines to comply with changes to environmental standards or regulations.
Review communications such as securities sales advertising to ensure there are no violations of standards or regulations.
Oversee internal reporting systems, such as corporate compliance hotlines.
Verify that software technology is in place to adequately provide oversight and monitoring in all required areas.
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.
Where humans still hold the line
1 of 29 tasks
Serve as a confidential point of contact for employees to communicate with management, seek clarification on issues or dilemmas, or report irregularities.
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Methodology
This role's exposure score comes from Eloundou et al's 2023 GPT task labels, aggregated by O*NET importance within each O*NET-SOC code, then bridged to UK SOC 2020 via ISCO-08 (ONS Vol 2 coding index) and US SOC 2010 (BLS crosswalk). Employment and median pay come from ONS ASHE Table 14.7a, 2025 provisional. ASHE covers employees only, so self-employed workers are not counted.
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