Council Dialogue: Rethinking HR in the Age of AI

Work in large organisations has accelerated, with HR teams feeling the effects first. Hiring timelines are shorter, performance data arrives faster, and responsiveness is expected daily. Technology enables this shift, but the bigger change is in how work is structured, evaluated, and owned. HR leaders now operate in environments where speed is assumed, information is abundant, and decisions have immediate impact on people.

The views presented are drawn from a detailed exchange among senior HR and people leaders operating in such environments. Participants included Parth Sharma, Anish Padinjaroote, Moiz S. Barodawala, Manish Kotwani, Mahendran Dilli, and Vivek Jain. Their discussion focused on how AI-enabled systems have already altered hiring, engagement, productivity measurement, and governance, and what those shifts mean for HR leadership on the ground.

Rather than centring on technology roadmaps, the focus remained on work itself. Participants described the growing volume of decisions, the redistribution of effort away from routine tasks, and the increasing weight placed on judgment and accountability. For HR, the challenge lies in sustaining performance while managing pressure that builds quietly as systems move faster.

How speed is reshaping everyday HR work

Across the organisations represented, AI-enabled tools have moved decisively into routine HR operations. Resume screening, interview scheduling, assessments, onboarding checks, and background verification now run with greater consistency and shorter turnaround times. These changes have removed visible inefficiencies that once consumed significant HR capacity. At the same time, low-code platforms and workflow automation have allowed HR teams to design and deploy internal tools without extended dependence on central technology functions.

Manish Kotwani spoke about how this shift has altered ownership within HR. 

“Earlier, even small workflow changes needed engineering involvement,” he said. “Now HR teams build what they need themselves, which changes speed and accountability inside the function.” 

The impact has been practical rather than dramatic. Requests move faster, iterations happen sooner, and bottlenecks are reduced.

Faster execution, however, has changed the structure of work. As repetitive tasks thin out, decision density increases. Hiring managers review shorter lists under tighter timelines. HR business partners engage with a larger volume of signals related to performance, engagement, and behaviour. Managers process more information before acting, often with limited time to step back and reflect.

Parth Sharma described this as a shift in effort rather than effort reduction. 

“Time spent gathering information has reduced,” he said. “Time spent interpreting and deciding has increased. That changes where HR teams spend their energy and how managers approach decisions.”

This redistribution places greater responsibility on judgment. Decisions arrive faster and often affect people's outcomes directly. HR leaders spend less time coordinating activity and more time ensuring that expectations are clear, decisions are understood, and accountability sits with the right stakeholders. In faster systems, ambiguity tends to surface quickly and with greater impact.

Efficiency gains and the pressure beneath them

Despite improvements in cycle time and output, participants spoke at length about sustained pressure within teams. Faster systems raise expectations once speed becomes normalised. Response times compress further. Availability extends beyond formal working hours, particularly in roles closely tied to business delivery and client outcomes.

Anish Padinjaroote pointed to the relationship between speed and volume. 

“When processes move faster, the number of decisions increases,” he said. “That volume lands on people and shows up as pressure rather than efficiency.”

The final layer of work continues to depend on human judgment. Evaluating options, weighing trade-offs, and taking responsibility require concentration and confidence. When performance standards remain implicit or shift frequently, pressure accumulates even when outcomes appear positive.

Moiz S. Barodawala spoke about how loosely defined productivity compounds this issue. 

“Productivity gets talked about often, but defined rarely,” he said. “When teams operate with different assumptions, pressure builds even when outcomes look acceptable on paper.”

Kotwani connected this internal pressure to broader cultural shifts. 

“The expectation of instant delivery has entered the workplace,” he said. “People feel the need to respond immediately, regardless of time or context.”

The impact extends beyond performance metrics. Stress indicators rise, engagement levels fluctuate, and employees early in their careers or working away from established personal networks rely heavily on workplace relationships for stability.

Sharma addressed this reliance directly. “People spend most of their waking hours at work,” he said. “The relationships they build there matter.”

For HR leaders, the task involves managing efficiency without allowing pressure to compound unchecked. Participants emphasised explicit expectations, disciplined prioritisation, and consistent communication as practical ways to support teams while maintaining output.

Trust, transparency, and responsible use

As AI-enabled insights increasingly influence people-related decisions, questions around trust and understanding take on greater importance. Employees seek clarity on how signals are interpreted and how outcomes affect careers and opportunities. Leaders carry responsibility for explaining systems that operate quickly and at scale.

Padinjaroote spoke about the need for openness in this context. 

“People ask how decisions are made,” he said. “Leaders need to explain that clearly.”

Several participants described internal tools designed to surface early indicators around engagement, workload, and emotional state. Used with discipline, these inputs allow HR teams to intervene before issues escalate, shifting conversations from reactive to preventative.

Mahendran Dilli shared how structured check-ins reveal patterns of strain or underutilisation. 

“Those signals guide conversations with managers,” he said. “They point to role design, workload distribution, and leadership behaviour rather than individual shortcomings.”

Vivek Jain addressed execution realities from a systems perspective. 

“Some use cases deliver reliable outcomes today,” he said. “Others still require careful validation, particularly when decisions affect people or regulatory obligations.” 

Understanding system limits remains as important as capturing gains.

Participants also discussed the importance of boundaries. Education around appropriate use, clarity on purpose, and consistency in application help maintain confidence among employees and managers alike.

Sharma noted that learning orientation plays a role in sustaining balance. 

“We pay attention to how people use tools and how they respond to feedback,” he said. “That tells you how ready teams are.”

What the current phase demands from HR leadership

Taken together, the discussion outlined a shift in how HR leadership operates in practice. The role extends beyond overseeing processes into shaping how work is experienced day to day. Technology accelerates activity, yet judgment, accountability, and meaning remain human responsibilities.

HR leaders increasingly act as intermediaries between systems and people. They help teams interpret expectations, connect effort to outcomes, and maintain coherence as decision cycles shorten. This work depends on consistency, credibility, and a willingness to address pressure directly.

Progress emerges from focus rather than breadth. Clear use cases, shared standards, and visible ownership support momentum. Education strengthens confidence, while transparency supports trust.

As organisations continue to adapt to faster ways of working, HR’s influence rests in its ability to stabilise the environment while enabling performance. Speed and structure matter. Equally important is the experience of the people carrying the work forward. Sustaining that balance defines the present phase of HR leadership.