Why Businesses Are Creating New HR Departments for Robots

Why Businesses Are Creating New HR Departments for Robots

2026-09-21 economy

New York, Sunday, 20 September 2026.
With automated systems and humanoid machines rapidly entering the workforce, companies are establishing dedicated “robot relations” divisions to manage mounting friction and psychological conflicts between human employees and technology.

The Emergence of Robot Relations Divisions

As enterprise deployment of artificial intelligence and humanoid robotics accelerates, major corporations are evaluating dedicated ‘robot relations’ divisions to manage friction between human employees and autonomous systems [1]. Industry analysts report that existing human resources systems are ill-equipped for grievances regarding AI agents, cobots, and large language models, prompting proposals for specialized departments [1]. Darrell M. West, a Senior Fellow at the Brookings Institution, notes that employee concerns are shifting from interactions with fellow workers to interactions with AI agents and automated management systems [1]. This structural shift aims to address workforce challenges regarding compensation, oversight, and employee autonomy as technology integrates deeper into daily workflows [1]. Experts propose these departments should cover employee well-being, empowerment, reskilling, and ensure workers have a meaningful role in the governance of automation [1]. The concept is gaining traction as companies seek to bridge the gap between expert discourse and layman’s understanding of workplace technology [5].

Regulatory bodies are responding to workplace automation trends with new legislation, such as California’s recent bill banning ‘robo bosses’ from firing or disciplining employees [1]. Governor Gavin Newsom has until 2026-09-30 to sign or veto the legislation, following an incident in August 2026 where an AI named ‘Luna’ recommended terminating an employee at an experimental store in San Francisco [1]. Legal challenges are also mounting; in July 2026, former employees filed a lawsuit against Meta alleging AI-assisted systems targeted workers for layoffs based on medical or family leave status [1]. An OECD survey published in late 2025 found 90% of U.S. managers report their firms have adopted at least one tool to instruct, monitor, or evaluate workers [1]. Meanwhile, a May 2026 United for Respect survey indicated growing concern among Walmart and Amazon workers regarding automated HR decisions [1]. These developments highlight the urgent need for accuracy and responsibility in how automated decisions impact labor dynamics [1].

Psychological Dynamics and Trust in Human-Robot Teams

Research indicates that robot design significantly influences employee acceptance, with studies showing alignment with social and cultural expectations fosters positive interactions [2]. A study published in The Service Industries Journal in 2025 utilized similarity-attraction theory to demonstrate that employees respond more positively to robots whose appearance and accents align with local cultural expectations [2]. However, trust dynamics are complex; a study published in Science Robotics investigated human trust with the commercial humanoid robot ‘Pepper’ [3]. Researchers found that higher oxytocin levels during interactions with an expressive, error-prone robot correlated with decreased trust, suggesting the hormone tracks suspicion rather than affection in this context [3]. Expressive cues appear to shift how people perceive mistakes from technical malfunctions to social violations [3]. In healthcare, authors Dorota Ozga and Krystyna Woźniak caution that if AI is treated solely as a cost-cutting tool without consideration for ethics, it could do more harm than good [4].

Economic Scale and Infrastructure Investment

The economic footprint of this transition is substantial, with data center construction spending increasing nearly 60% year-over-year in July 2026 to surpass a $75 billion annualized pace [6]. Anthropic’s annual recurring revenue reached $65 billion at the end of July 2026, up from $47 billion in May, representing a growth rate of 38.298 percent in just two months [6]. Global humanoid robot shipments reached 30,000 units in 2026, marking a 300% increase compared to previous periods [7]. China currently accounts for approximately 85% of the global humanoid robotics market, though the FCC issued a ruling on 2026-07-28 prohibiting new foreign-produced advanced robotic devices from receiving authorization due to national security risks [7]. Agility Robotics holds the industry’s strongest commercial record, reporting over 100,000 totes moved at GXO under a multiyear contract [7]. These figures underscore the rapid capital allocation toward AI infrastructure and hardware deployment across the global economy [6][7].

Sources


Labor Economics Workplace Automation