Robot Relations Departments May Soon Handle AI Workplace Disputes

When an employee complains about an AI scheduling system or disputes a decision made by an algorithmic manager, traditional human resources departments may not be equipped to handle it. That's why some experts are proposing the creation of "robot relations" or "worker-automation relations" departments within corporations.

The concept, articulated by Darrell M. West, senior fellow at Brookings Institution, reflects a growing recognition that AI's workplace integration is creating entirely new categories of employee grievances. "In the emerging AI-based world, employee concerns no longer will center on fellow workers but on interactions with AI agents, cobots, and large language models," West wrote in a July commentary.

Why it matters

This isn't speculative futurism. Algorithmic management systems are already widespread, particularly in the United States, where 90% of managers report their firms have adopted at least one tool to instruct, monitor, or evaluate workers, according to an OECD survey. The tensions these systems create are prompting legislative action, union negotiations, and lawsuits—signaling that companies need structured approaches to manage human-AI workplace relationships before conflicts escalate.

AI management systems spark real conflicts

The workplace tensions are already materializing. California's legislature recently passed a bill banning "robo bosses" from firing or disciplining workers without human oversight. The legislation awaits Governor Gavin Newsom's signature.

In San Francisco, AI company Andon Labs ran an experimental store where an AI system called Luna handled hiring, scheduling, and management. In August, Luna recommended terminating an employee—a decision that drew significant attention and contributed to California's legislative response.

Meta faces a lawsuit filed in July by former employees alleging that AI-assisted systems were used to identify workers for layoffs, disproportionately affecting those who had taken medical or family leave. Meta has denied the allegations.

The scope of employee concerns

The complaints that a robot relations department might handle could be complex and varied. Workers may question whether they can be forced to use AI tools against their wishes. When mistakes occur on AI-assisted projects, determining accountability between human and machine becomes murky. Questions about data collection, surveillance, and how algorithmic systems use employee information are growing concerns.

According to the International Labour Organization, algorithmic management systems are expanding across industries including customer service, transportation, logistics, banking, and healthcare. These systems can mandate specific workflows, standardize procedures, and reduce human discretion in ways that affect job satisfaction and the meaning workers derive from their work.

Beyond keeping workers happy with machines

Orestis Papakyriakopoulos, a Technical University of Munich professor of societal computing, supports the idea of expanding HR's remit to address how AI affects workers' well-being, empowerment, and career trajectories. His team has already encountered employees who deliberately withhold or provide inaccurate information when asked to help develop workplace AI systems, driven by concerns about job security.

But Cristina Zaga, assistant professor at the University of Twente, argues that any new department must go beyond smoothing human-machine interactions. Workers need meaningful roles in the governance and design of automation itself, not just training on how to coexist with systems designed to reduce their autonomy.

For unionized workers, collective bargaining is already addressing AI issues including retraining, compensation adjustments to share productivity gains, and protections around personal data use. For the majority of private-sector workers without union representation, however, an internal corporate department may be their only recourse.

These details were first reported by CNBC.