The Secret to AI Optimism and Adoption Is Setting Boundaries

Our latest report reveals humans are much more confident about AI agents when roles are clearly defined and guidelines are set. Discover how to transform your AI strategy to empower employees and accelerate innovation.

Woman in office smiling on computer

The world of work is undergoing a fascinating transformation, driven significantly by AI agents.

In Workday’s latest survey, AI Agents Are Here—But Don’t Call Them Boss, we spoke to 2,950 leaders globally to better understand the role of AI agents in the workplace. The research reveals just how embedded they're becoming.

A remarkable 82% of organizations are expanding their use of AI agents, with 68% actively rolling out agents after successful pilots and another 14% looking to scale their use even further.

This rapid adoption is largely fueled by a considerable dose of optimism. A striking 88% of leaders believe that the productivity gains from AI agents will genuinely lighten their workloads. This speaks to a shared vision of efficiency and a desire to free our talented teams from routine tasks, allowing them to focus on more strategic, human-centric work.

What's particularly encouraging is how setting clear boundaries around AI's role actually fuels this optimism. People are largely comfortable with AI as a collaborative partner and a helpful tool, but a distinct line is drawn when it comes to AI agents stepping into managerial or authoritative roles. 

Empowering people to determine where and how AI agents can best serve them allows human ingenuity to lead the way. This sets the parameters for these powerful tools to truly amplify what we do best. There’s a strong preference for AI as a supportive collaborator, not a boss, and exposure to AI tools can actually build trust even as clear lines are drawn around their autonomy and transparency.

"The most effective AI experiences treat technology not as a utility, but as a collaborative partner." 

Tammy Snow VP, Research, Analytics and Design Workday

Embracing AI as a Partner, Not a Boss

There's tremendous enthusiasm for AI agents in the workplace. Our research highlights how establishing clear human boundaries around AI's role actually enhances this widespread optimism and drives adoption.

Three quarters (75%) of employees are comfortable with AI agents working alongside them, collaborating, and even recommending areas for skill development. People are ready to embrace AI when it acts as a supportive colleague, enhancing their capabilities and teamwork. 

Yet, that comfort level drops dramatically when AI's role shifts towards authority. Only 30% of respondents are comfortable with an AI agent managing them. This illustrates a crucial human boundary: people see AI as a powerful tool, but not a boss.

This nuanced perspective on comfort is reflected in broader employee readiness. Recent data from Workday Rising, where leaders gather to discuss and shape the future of work, reveals that while 8% of employees are highly confident using AI tools in their daily work, a significant 59% have only moderate confidence, and 33% feel uncomfortable with limited confidence.

Still, the vast majority of respondents believe it will deliver significant benefits. Many (85%) think agents will have a positive impact on employee growth and development. While 82% of respondents anticipate faster innovation. 

This positive outlook leads to another encouraging finding:

The percentage of people who trust their organization to use agents for employee benefit rises dramatically from 36% to 95% as people move from exploring the technology to scaling its use. 

This demonstrates that as employees gain more experience with AI agents, their trust in the technology and their organization significantly increases. 

In fact, 83% of respondents trust their organization to use AI agents for the benefit of both employees and the business, underscoring the crucial role companies play in fostering this confidence.

As employees gain more experience with AI agents, their trust in the technology significantly increases.

While trust in AI is increasing, employees are setting clear boundaries. Comfort levels drop sharply when AI assumes authority or operates without transparency. Seventy-three percent of workers are willing to share their data with company-approved tools to improve their performance. However, they are far less comfortable with AI making critical decisions or operating in the background without their knowledge, with a mere 24% expressing comfort with such scenarios. 

Optimism in agentic AI is forged through clear boundaries. Defined by our choices, these boundaries are essential for purposeful and responsible deployment, freeing us to explore AI’s full potential without fear of misuse. Leaders must prioritize training that empowers employees to understand when and how to use AI, while technology providers build these boundaries directly into their solutions, giving customers the confidence to innovate—especially in high-stakes areas like HR and finance.

Commitment to responsible, human-centric deployment extends beyond just defining roles and building trust in the abstract. Another Workday survey of 1,000 C-suite customers highlighted that a significant practical barrier to AI adoption is the difficulty of integrating AI with existing technology infrastructure. This underscores that successfully integrating AI in the workplace means more than simply adding a tool; it requires understanding the needs and fears of its users, and actively helping them learn new ways of working effectively with these intelligent agents.

Ultimately, this is why employees are accepting AI by defining the terms of engagement for successful integration into the workforce.

Navigating the Human Side of AI at Work

As we step into this new era of AI, it's evident that successful integration isn't just about technology; it's profoundly about people and leadership. As you assess the role of AI agents in your own organization, take into consideration several important observations from our research:

1. Align Expectations with AI's Purpose.

Optimism in AI is forged through clear boundaries. When employees understand precisely when and how to use AI, they gain the confidence to explore its full potential without fear of misuse. Prioritizing education around AI's specific capabilities and its most effective uses can prevent misapplications. By defining an AI agents' scope, organizations can empower their people to focus on meaningful problems, enhancing the employee experience rather than undermining it.

2. Building trust through direct engagement. 

As employees gain more experience with AI agents, their trust in the technology significantly increases. And that confidence is often reinforced by a strong belief that their organization is deploying AI agents in ways that benefit both the workforce and the business. Hands-on interactions allow individuals to truly grasp what these tools are capable of, and just as importantly, where their inherent limitations lie.

3. Matching AI to the right tasks.

It's clear that how much people trust AI depends on the job it's doing. Not every AI tool is seen the same way. For instance, our survey showed that people were more likely to trust an AI agent to be fair and accurate when it came to managing IT systems (39%) or helping with skills development (34%). These are areas where AI truly shines. 

But when it comes to highly sensitive jobs that need human judgment, like making big financial decisions, trust shifts back to people—only 40% feel comfortable with AI handling these types of tasks. . Insights from the research also  shows that users particularly value AI when they can see and understand how it works. They want AI with clear expectations about its capabilities, and they want it to  make them feel in control and be able to explain its actions. 

Companies should put AI agents where they're most trusted and effective, while always making sure people are in charge of sensitive areas that require empathy, careful thinking, and ethical choices.

4. The importance of transparency. 

Ensuring successful and sustained AI adoption hinges on a strong commitment to transparency. Our survey highlights that 44% of respondents cite ethics and governance, including concerns about bias, data privacy, and legal challenges, as the biggest barriers to adoption. Trust is the bedrock for harnessing AI's full potential in organizations responsibly and effectively. By championing ethical AI from the top down, establishing clear organizational principles for AI use, ensuring robust data privacy measures, and maintaining transparency about how AI agents operate and make decisions, business leaders can mitigate risks. 

83% of respondents trust their organization to use AI agents for the benefit of both employees and the business. 

A New Mindset for Work 

The rapid evolution and adoption of AI agents doesn’t just mean changes to the way we work, but also a profound shift in how we think about roles. 

At Workday, we call this new way of thinking the chief work officer mindset. It's all about actively designing how work gets done across the company, because the very idea of what a job is keeps changing. 

With AI agents, we can completely rethink entire processes and job functions. This means truly understanding every part of work—from the big-picture roles down to the tiny tasks in each job—and then smartly deciding where technology fits best. 

This deeper understanding of work also pushes us to look at our design approach in a new light. Historically, with technology capabilities until this point, we focus on how people click and swipe, treating technology as just a tool. But with AI, organizations must think about relationship design. 

Tammy Snow, vice president of research & data analytics at Workday, points out, "The most effective AI experiences treat technology not as a utility, but as a collaborative partner. This shift from transactional to relational design represents the greatest opportunity—and challenge—for design leaders today."

This idea of building relationships with AI follows some similar rules as human relationships: it's all about trust, understanding, and mutual benefit. For AI, this means designing with clear capabilities (so users know what AI can and can't do), predictable behavior (so users understand why AI makes certain choices), adaptive learning (where AI gets to know user preferences), and user control (so people always feel empowered, not bossed around).

The impact that AI will have on the way we work means we can't have leaders working in separate silos anymore. We need a deeply collaborative approach. No single leader can handle all the responsibility for bringing AI into the company successfully. Instead, executives need to work together across different departments to make sure their teams are ready for an AI-driven future. 

For example, HR leaders must team up with IT to redefine roles and help employees trust AI. And finance leaders can bring vital insights on strategy and how AI can boost the company's financial health. A team effort is key to smoothly rolling out AI agents and making sure humans and machines work well together.

As AI agents become a core part of how we work, success will increasingly be about how people use these tools to achieve great outcomes. It's a shift from just finishing tasks to boosting our human ingenuity. Companies need to rethink job roles and design work in a way that truly unlocks purpose, not just makes us more productive. 

Ultimately, the future of work with AI is one where human intent guides us to a more productive, ethical, and fulfilling world for everyone.

Optimism in agentic AI is forged through clear boundaries. These boundaries are essential for purposeful and responsible deployment. 

Forging Ahead With Clear Boundaries

So, how do we build this future? It all comes down to one thing: clear boundaries are the true secret to AI optimism and widespread adoption.

To get there, we need to build a future where AI acts as a collaborative partner, amplifying human ingenuity rather than simply automating tasks. Leaders will need to embrace a new mindset, proactively designing how work gets done across the organization and rethinking job functions from the ground up. 

This means creating AI that feels like a trusted partner, not just a tool. It means building AI that's transparent, predictable, adaptive, and empowering. Getting this right really depends on deep collaboration across different teams. Leaders must work closely to bring AI into the workplace in a way that's both effective and ethical. By prioritizing transparency, we lay a solid foundation for trust and mitigate risks, ensuring AI serves human intention.

Actively defining AI's role and fostering environments of transparency and collaboration, lets leaders architect workplaces where innovation thrives and human ingenuity remains at the forefront.

To explore these transformative insights and equip your organization to lead confidently in this evolving landscape, delve deeper into our comprehensive findings. Download AI Agents Are Here—But Don’t Call Them Boss.

More Reading