US Firms Accelerated Algorithmic Management Adoption
Managers should evaluate how workplace monitoring software impacts local compliance and employee relations.
Updated on Sept. 20, 2026 in Remote Work
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Should companies be required to inform employees about all algorithmic tools used to monitor performance?
An OECD survey of 6,047 firms conducted between June and August 2024 revealed that U.S. businesses lead global peers in adopting algorithmic management tools. The findings highlight significant operational gaps in how U.S. and European companies use software to evaluate and sanction employee performance.
Why it matters
The report suggests that many common workplace tools fall outside current AI-specific regulations, creating potential compliance blind spots for operators. Differences in regional regulatory architectures, such as existing consultation laws, have led to vastly different monitoring environments for businesses.
In the U.S., 90% of firms utilize software for worker evaluation, while 55% monitor the content and tone of employee conversations compared to 6% in Europe. These metrics encompass 6,047 firms, highlighting a landscape where 75% of American companies use ten or more distinct management systems.
The players
OECD
An international organization that provides comparative analysis and policy recommendations for member countries.
Glovo
A food delivery technology company that faced regulatory scrutiny in the Italian Foodinho case.
The details
Companies utilize enterprise-grade platforms such as SAP, Workday, Oracle, Jira, Asana, and Trello to track operational outputs. While 91% of managers believe staff are aware of these tools, over 50% of U.S. firms report that employees have no mechanism to request corrections to the collected data. The divergence in adoption is underscored by the 2.6 million euro fine levied against Glovo's Italian subsidiary in the Foodinho case, which highlights the risk of non-compliance with transparency decrees.
Timeline
Spain passed the Riders' Law in 2021.
Italy passed the Transparency Decree in 2022.
Ipsos conducted survey fieldwork for the OECD from June to August 2024.
New employment obligations for employers are projected to arrive in 2026.
Market Landscape
Workplace monitoring is evolving from a standard administrative task into a complex regulatory issue defined by local transparency laws like Italy's Transparency Decree of 2022. This shift challenges the assumption that standard enterprise software suites operate under uniform global compliance standards.
Operators should audit their current software suite to determine if data collection practices align with emerging regional transparency mandates. Consulting with legal counsel to verify whether existing platforms might be reclassified under impending 2026 employment regulations is advised.
The takeaway
Management software is increasingly under the regulatory microscope, and the lack of an opt-out mechanism for employees in many U.S. firms poses a long-term compliance risk. Operators should document all internal data usage policies now to prepare for upcoming transparency requirements.
What happens next
Employers should monitor legislative developments for 2026, when new employment obligations regarding the use of workplace software are expected to take effect.
Further reading
For broader analysis on managing distributed teams, visit our section on Remote Work.
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Should companies be required to inform employees about all algorithmic tools used to monitor performance?
