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Navigating AI monitoring in the workplace: A practical guide for HR professionals

22 May 2025

As artificial intelligence becomes a workplace mainstay, HR professionals find themselves walking a tightrope between innovation and overreach. Tools like ChatGPT and other generative AI systems can improve productivity, but their use raises serious legal, ethical, and practical questions—especially when it comes to monitoring how employees interact with them.

This guide offers a practical framework to help HR professionals implement responsible AI monitoring while safeguarding employee trust and legal compliance.

Why AI Monitoring is under scrutiny

In high-stakes sectors like financial services, AI monitoring is driven by:

  • Regulatory requirements on fraud prevention and data protection.

  • Employer liability for failure to prevent misuse of data or systems.

  • Fear of data breaches, intellectual property leaks, and non-compliance.

However, intensified surveillance—especially keystroke logging or prompt tracking—can infringe on employee privacy and trigger legal risks under the UK GDPR and human rights law. The Information Commissioner’s Office (ICO) now expects employers to show that any monitoring is necessary, proportionate, and transparent.

Your AI & monitoring compliance checklist

  1. Review and update your AI and monitoring policies

    • Define permitted uses of AI tools

    • Prohibit input of confidential data into public platforms

    • Reference data protection, IT, and disciplinary policies

  2. Conduct a Data Protection Impact Assessment (DPIA)

    • Mandatory for high-risk monitoring

    • Explain purpose, necessity, and safeguards

    • Document legal basis and ensure transparency

  3. Consult staff and/or representatives

    • Engage unions, works councils, or staff forums

    • Address concerns early to build trust and reduce disputes

  4. Train staff and managers

    • Clearly communicate what’s being monitored and why

    • Reinforce appropriate use of AI and data handling

  5. Ensure human oversight

    • No AI system should make employment decisions without human review

    • Employees must be able to challenge automated outcomes

  6. Mitigate risks of discrimination and unfair treatment

    • Avoid over-monitoring or profiling that may lead to bias

    • Consider impacts on protected groups and reasonable expectations

  7. Maintain accurate records

    • Document grievances, decisions, and policy updates

    • Ensure traceability in case of ICO review or tribunal claim

Managing grievances around monitoring

Expect a rise in complaints related to “digital surveillance.” Employees may claim:

  • Breach of privacy

  • Constructive dismissal

  • Discrimination or whistleblowing

HR should:

  • Ensure grievance procedures are accessible and impartial

  • Investigate complaints thoroughly and explain decisions

  • Keep written records of all actions and justifications

Transparent communication and early engagement with employees can pre-empt many of these issues.

Developing a robust AI monitoring policy

A fit-for-purpose policy must:

  • Set boundaries: Define acceptable and prohibited AI use

  • Link policies: Cross-reference to data, IT, and conduct policies

  • Assign responsibilities: Clarify who oversees, audits, and enforces

  • Require human review: For any decision affecting employment status

  • Promote fairness: Guard against AI bias and explain how decisions are made

  • Include training: Empower employees with knowledge, not just rules

Key takeaways for HR leaders

  • Don't wait for a crisis. Begin with a DPIA and policy review.

  • Involve employees. Transparency and consultation reduce risk and improve culture.

  • Monitor wisely. Be proportionate and respectful - overreach breaks trust.

  • Keep the human in the loop. AI can assist, but never replace, human judgment.

  • Stay agile. Review practices regularly as technology, law, and employee expectations evolve.

By acting now, HR can turn a potential compliance minefield into a showcase for ethical leadership, building a workplace where AI is used responsibly - and employees feel respected, not watched.

Need help drafting or reviewing your AI monitoring policies? Consider using platforms like LEX HR, which provide practical, legally grounded templates and tools to stay compliant and confident.