Workplace technology deployment
Risks and opportunities for multinational employers
2026. szeptember 08.
Why should I read this?
The deployment of workplace technology, including artificial intelligence (AI), is increasingly at the forefront of workforce governance challenges for multinational companies. While often characterised as a new issue driven by the rise of AI, the underlying principles of trust, fairness and transparency reflect a broader regulatory trend that has been developing across many jurisdictions for several years in response to the growing use of workplace technology.
The rapid adoption of AI has however accelerated this trend, prompting a new wave of regulation. At the same time, worker, workforce representative and regulatory expectations continue to evolve, placing greater scrutiny on how workplace technologies are designed, implemented and used in practice.
Against this backdrop, the successful implementation and use of workplace technology increasingly depends on adopting a lifecycle approach that spans implementation, workforce engagement, operational deployment, governance and ongoing review, ensuring that legal, operational and workforce considerations remain aligned throughout the life of the technology.
In this briefing, we consider how the legal framework governing workplace technology is evolving, including a recent national development that reflects the changing legal landscape, and highlight the key practical steps employers can take to manage legal risk, support workforce engagement and build effective governance frameworks throughout the technology lifecycle.
A global direction of travel
The legal landscape governing workplace technology is evolving rapidly and, increasingly, in a consistent direction across many jurisdictions. While the precise regulatory frameworks differ, a number of common themes are emerging: greater transparency around the use of workplace technology and artificial intelligence; enhanced information and consultation rights for works councils, trade unions and employee representatives; increased scrutiny of automated and AI-assisted decision-making; stronger obligations to assess and mitigate bias, discrimination and other adverse impacts; and clearer accountability for organisations that deploy technology.
Information and consultation obligations linked to workplace technology are already a well-established feature of the legal landscape in many jurisdictions. Depending on the location of the workforce and the nature of the technology being introduced, employers may be required to inform and consult with works councils, trade unions or other employee representative bodies before implementation. In some jurisdictions, more extensive participation rights may apply, particularly where the technology is capable of monitoring employee behaviour, performance or attendance, including obligations to negotiate with, obtain the consent of, or reach agreement with employee representatives before the measure can be implemented.
At EU level, these trends are reinforced by broader legislative developments that increasingly require employers to consider workplace technology issues through multiple legal and regulatory lenses. For example, the Platform Workers Directive introduces specific rules on algorithmic management in platform work, including greater transparency and human oversight. The EU AI Act also classifies certain workplace AI systems as "high-risk", including tools used in recruitment, performance monitoring and employment-related decision-making, subjecting such systems to additional legal requirements.
For multinational employers, the challenge is therefore navigating a complex and expanding legal landscape that governs how workplace technologies are implemented, governed and monitored throughout their lifecycle.
The UK development: catching up with an established trend
The UK Government’s Make Work Pay: Workplace Monitoring Technologies consultation, open until 30 September 2026, is part of the wider global trend.
Existing legal frameworks in the UK provide a strong foundation for the fair and proportionate use of workplace monitoring technologies. However, these frameworks operate as a patchwork of requirements and, unlike a number of European jurisdictions, there is currently no general requirement to engage with employee representatives on the routine adoption of workplace technologies.
The Government consultation seeks views on proposals to support the “fair, transparent and responsible” use of workplace monitoring technologies. Importantly, it is not limited to AI. The concept of workplace monitoring technologies is deliberately broad and covers digital tools used by employers to collect, track, analyse or make decisions based on information about workers and their activities. This may include systems used to monitor performance, behaviour, attendance, productivity, communications, location or conduct. It may also include technologies that influence work allocation, scheduling, appraisal, disciplinary action, pay, promotion, redundancy or dismissal.
The consultation asks whether the UK should move beyond the existing patchwork of data protection, employment, equality, health and safety and human rights obligations, and introduce more explicit expectations around transparency, worker engagement and consultation before workplace monitoring technologies are introduced or materially changed.
The Government is considering three broad approaches:
- A statutory code of practice, which could clarify expectations and potentially influence how tribunals assess employer conduct in relevant employment claims, as well as increasing the compensation that can be awarded where a claim is successful and the code has not been followed
- A legislative duty to consult and negotiate with work representatives, which would require employers to engage with representatives where workplace monitoring technologies are introduced or significantly changed
- Non-statutory guidance, which would provide practical support and examples but would not create new legal obligations or remedies
Whatever approach is ultimately adopted, the consultation signals a growing policy focus on the role of transparency, workforce engagement and accountability in the deployment of workplace technology, bringing the UK closer to trends already visible in a number of other jurisdictions.
Implementation: building compliance into the project plan
The implementation of workplace technology is increasingly requiring organisations to bring together expertise from across legal, HR, employee relations, data protection, compliance, risk and technology functions. While technology projects have traditionally been driven by operational or IT objectives, the growing regulatory focus on workplace technology means that employment law and workforce considerations are becoming an increasingly important part of project planning and decision-making.
Much of the legal and regulatory analysis focuses on understanding how a particular technology will operate in practice. Relevant considerations may include the business purpose of the tool, the jurisdictions and worker populations affected, the categories of data processed, and the extent to which the technology involves AI, profiling, automated decision-making or algorithmic management. Particular attention is often given to technologies that may influence employment outcomes, whether in relation to performance management, work allocation, promotion, remuneration, disciplinary action or termination of employment.
Another important area of focus is the distinction between a technology's intended use and its wider functionality. Many workplace tools are capable of generating insights, monitoring activity or supporting automated decision-making beyond their initial purpose. As a result, questions are increasingly being asked not only about how a system is currently being used, but also about the functionality available within the platform, how additional features can be activated and what governance arrangements apply to future changes in use.
The timing of workforce engagement can also be a significant consideration. In a number of jurisdictions, information, consultation or co-determination requirements may arise before implementation decisions have been finalised. For multinational employers, this can create challenges where global deployment plans need to be aligned with local legal requirements and stakeholder engagement processes.
Operational deployment
For many employers, the greatest legal and employee relations risks do not arise at the point a technology is introduced, but in how it is used in practice. As regulatory attention increasingly shifts towards real-world deployment and decision-making, organisations are facing greater scrutiny of how workplace technologies influence workforce management over time.
A recurring theme across emerging regulation, enforcement activity and workforce challenges is the importance of ensuring that actual use remains aligned with the purpose for which a technology was originally introduced. Questions frequently arise where technologies deployed for one objective, such as workforce planning, security or health and safety, are later used to inform decisions relating to performance management, disciplinary action or restructuring. In this context, employers are increasingly having to consider not only the intended purpose of a system, but also how its use may evolve over time and what governance mechanisms are in place to manage that evolution.
The role of human oversight is also attracting growing scrutiny. Across a number of regulatory frameworks, the focus is moving beyond whether a human is formally involved in a decision-making process to whether that involvement is meaningful in practice. This places greater emphasis on how managers engage with technology-generated outputs, the information available to them, and their ability to exercise independent judgment rather than simply endorsing system recommendations. The result is a growing recognition that technology is often most effective when used to support decision-making rather than replace it, particularly in areas with significant consequences for workers, such as performance management, remuneration, promotion, scheduling, redundancy and dismissal.
Transparency remains another central theme. As employee expectations and regulatory requirements continue to evolve, employers are increasingly expected to communicate not only that a technology is being used, but also how it operates in practice and what safeguards apply. This has led many organisations to move beyond technical privacy disclosures towards broader workforce communications that explain the purpose of the technology, the data it uses, how outputs are generated and the processes available for raising questions or challenging outcomes.
Governance and accountability
Governance frameworks are becoming an increasingly important mechanism for providing oversight of workplace technology across the organisation. Particular scrutiny is often applied to technologies involving workforce monitoring, algorithmic management, automated scoring or ranking, or systems that may have a significant impact on workers' terms, opportunities or working conditions. The focus is increasingly on understanding who owns the technology, the purposes for which it is used, the decisions it may influence, and how accountability is maintained as functionality and use cases evolve.
Ongoing review is also becoming a prominent feature of the emerging regulatory landscape. Regulators are placing growing emphasis on whether technologies continue to serve a legitimate business purpose, whether their operation remains proportionate, and whether they are producing unintended consequences for particular groups of workers. This has brought issues such as bias, fairness and explainability into sharper focus, particularly where technology informs decisions relating to performance, pay, promotion, work allocation, redundancy or dismissal.
Alongside this, transparency and challenge mechanisms are becoming increasingly important components of effective governance. Across a number of jurisdictions, there is a clear trend towards providing workers with greater visibility over how workplace technologies operate, how technology-generated outputs are used in decision-making, and the routes available to seek explanations, raise concerns or challenge outcomes. In practice, organisations are finding that maintaining trust in workplace technology depends not only on legal compliance, but also on demonstrating accountability, transparency and ongoing oversight as technologies continue to evolve.
Ongoing review is also becoming a prominent feature of the emerging regulatory landscape. Regulators are placing growing emphasis on whether technologies continue to serve a legitimate business purpose, whether their operation remains proportionate, and whether they are producing unintended consequences for particular groups of workers. This has brought issues such as bias, fairness and explainability into sharper focus, particularly where technology informs decisions relating to performance, pay, promotion, work allocation, redundancy or dismissal.
Alongside this, transparency and challenge mechanisms are becoming increasingly important components of effective governance. Across a number of jurisdictions, there is a clear trend towards providing workers with greater visibility over how workplace technologies operate, how technology-generated outputs are used in decision-making, and the routes available to seek explanations, raise concerns or challenge outcomes. In practice, organisations are finding that maintaining trust in workplace technology depends not only on legal compliance, but also on demonstrating accountability, transparency and ongoing oversight as technologies continue to evolve.
Strategic priorities for employers
For multinational employers, the practical message is that the implementation and use of workplace technology should be carefully planned, transparent and governed.
Employers should prioritise five actions:
Employers should prioritise five actions:
- Map existing and planned workplace technologies, including AI-enabled and non-AI systems that monitor, assess, manage or allocate work
- Assess the legal and workforce impact, including employment, data protection, equality, human rights, health and safety and local consultation obligations
- Build worker engagement into implementation plans, particularly for high-risk tools and multinational deployments
- Strengthen vendor due diligence and contracts, recognising that employers remain responsible for how tools are deployed and used in practice
- Create lifecycle governance, including ownership, oversight, change control, review, audit and worker challenge mechanisms
The organisations best placed for the next phase of workplace technology regulation will be those that can show not only that their systems work, but that they are necessary, proportionate, explainable, fairly implemented and subject to meaningful human and organisational oversight.
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