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The COO’s Guide to Operating in Real Time

Amanda Kahan Content Marketing Program Manager
23 Mar 2026 Read time: 7 minutes

Key Takeaways

  • In a volatile environment, COOs must operate in real time using live workforce data to protect margins, maintain productivity, and respond instantly to shifting demand.
  • Real-time workforce intelligence helps leaders control overtime, prevent burnout, close coverage gaps, and align labor costs with operational performance.
  • By unifying workforce data, AI-driven insights, and seamless workflows, organizations can turn workforce signals into immediate action.
Man in a dark suit and white shirt stands outside a building.

Table of Contents

  • Why operational complexity never slows down 
  • What happens when workforce data lags behind workforce reality? 
  • How can COOs turn workforce signals into immediate action? 
  • How does operating in real time improve staffing accuracy and protect margins? 
  • How does operating in real time strengthen employee experience and trust? 
  • What is needed to build a real-time operating model? 
  • In summary: Real-time insight drives measurable impact 

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Economic uncertainty continues to pressure margins. Labor markets remain tight and unpredictable. AI is reshaping workflows faster than organisations can standardize them. And employee expectations around flexibility, transparency, and workload fairness continue to rise. 

What we know is that volatility isn’t a phase. It’s our operating environment.  

For today’s COO, the mandate is clear: deliver performance in the middle of constant change. 

That reality demands more than strong planning cycles. It requires the ability to sense what’s happening across the workforce right now and adjust in the moment. 

Operating in real time is about transforming workforce signals into immediate action so leaders can protect margins, strengthen productivity, and improve the employee experience simultaneously. 

Because in modern operations, speed is strategy. 

Why operational complexity never slows down 

Operations has always been where plans meet reality. What’s changed is the pace at which reality shifts. 

Demand fluctuations that once unfolded over quarters now play out over days. Staffing shortages ripple across distributed teams instantly. AI-enabled workflows introduce new efficiencies while simultaneously creating new dependencies. Even small misalignments can compound quickly. 

Research across industries shows that operational agility is now a top executive priority, driven by economic uncertainty and ongoing workforce disruption. UKG Megatrends research highlights the accelerating pace of AI adoption (78% of organisations use AI in at least one business function), demographic shifts, and labor volatility reshaping how work gets done. 

The result is operational complexity that no longer happens in waves but is our constant state of reality. 

For COOs, that creates a fundamental challenge: you cannot optimise what you cannot see. And you cannot correct what you discover too late. 

When workforce visibility and workforce reality are not in sync, small disruptions become larger operational risks. 

What happens when workforce data lags behind workforce reality? 

Many operations teams still rely on backward-looking reporting. By the time data is compiled, analysed, and presented, the window to prevent disruption has often closed. 

Consider how quickly workforce dynamics can shift: 

  • A spike in absenteeism triggers cascading overtime. 

  • A scheduling imbalance leaves critical skills uncovered. 

  • A demand surge isn’t matched by labor capacity. 

  • A pattern of extended shifts increases safety and compliance risk. 

In each case, the signal appears before the outcome. But without real-time insight, leaders see only the impact — not the early warning. 

When organisations rely on lagging indicators, they experience: 

  • Overtime spikes that quietly erode margins 

  • Understaffed shifts that strain service delivery 

  • Burnout that reduces productivity and retention 

  • Compliance gaps that surface after exposure 

  • Customer experience breakdowns tied directly to workforce misalignment 

Individually, these issues may seem manageable. But collectively, they determine whether operations remain steady or reactive. 

Operating in real time reduces the gap between insight and action. 

How can COOs turn workforce signals into immediate action? 

Every workforce generates a constant stream of operational data — from attendance trends and overtime utilization to shift coverage gaps, productivity fluctuations, labor cost patterns, compliance alerts, and engagement signals. It’s not enough to simply have access to this information. The true advantage comes from being able to interpret data quickly and act on it in the moment.  

Real-time operational intelligence enables leaders to: 

  • Adjust staffing levels mid-cycle 

  • Redistribute workloads before burnout escalates 

  • Sync labor spend with evolving demand 

  • Intervene early when engagement trends shift 

  • Address compliance risk proactively 

Achieving real-time operational intelligence doesn’t mean creating a bunch of new dashboards and adding more work. It’s more about closing the loop between insight and execution.  

Analyst research continues to show that organisations with more mature workforce management strategies outperform peers in productivity, cost control, and resilience. The common thread? Visibility paired with action. 

How does operating in real time improve staffing accuracy and protect margins? 

Labor is one of the largest operating expenses for most organisations, often accounting for 50–70% of total costs. Even modest inefficiencies compound at scale. 

Persistent overtime. Unplanned absenteeism. Skill mismatches. These are not isolated budget variances — they are indicators of misalignment. 

Real-time visibility enables precision. Instead of reacting after labor costs spike, leaders can make proactive adjustments that protect margins while maintaining service quality. 

Precision staffing ensures: 

  • The right skills are deployed where demand is highest 

  • Overtime is controlled before it becomes systemic 

  • Coverage gaps are addressed before performance dips 

  • Labor spend syncs closely to operational need 

Margin protection comes from using data and intelligence in real-time to manage and align resources.  

How does real-time visibility prevent productivity loss at scale? 

Productivity gains are often incremental — but at enterprise scale, incremental gains are significant. 

When managers don’t have timely visibility into workload distribution, inefficiencies build quickly. Bottlenecks emerge, teams operate at uneven capacity, and performance gaps widen. 

Real-time visibility enables leaders to spot friction early and step in before it escalates. With timely insight, managers can rebalance assignments, adjust schedules dynamically, prevent resource constraints, and maintain consistent output across teams. 

Without that agility, productivity erosion can go unnoticed until it shows up in financial results. 

How does operating in real time strengthen employee experience and trust? 

Operational stability directly influences employee experience. 

When schedules change unpredictably, workloads spike without support, or communication lags behind reality, employees feel the strain. Over time, that strain affects engagement, retention, and culture. 

Great Place To Work® research demonstrates that high-trust organisations outperform the market across revenue, growth, and retention. And UKG’s global frontline workforce study highlights how unpredictability and unmanaged workload shifts contribute directly to stress and disengagement. 

Operating in real time reinforces trust. When leaders address staffing gaps before teams are overwhelmed, employees feel supported. When workload imbalances are corrected quickly, fairness is reinforced. When managers have visibility into emerging issues, they lead more confidently. 

Operational responsiveness signals organisational care. And when employees trust that leadership is paying attention, performance follows. 

What is needed to build a real-time operating model? 

Operating in real time requires alignment across systems, insight, and execution. This alignment comes from: 

1. Unified workforce data 

Fragmented systems create fragmented visibility. When timekeeping, scheduling, payroll, and engagement insights are disconnected, leaders lack a complete view of workforce health. 

2. Intelligent signal detection 

Advanced analytics and AI can surface anomalies, trends, and emerging risks, automatically enabling leaders to focus on decision-making rather than manual analysis. 

3. Role-based visibility 

COOs require enterprise-wide perspective. Managers need actionable insights within their teams. Real-time models empower both levels simultaneously. 

4. Seamless workflows 

Insight must translate into immediate adjustment — whether that means modifying schedules, reallocating labor, or addressing compliance issues in the moment. 

In summary: Real-time insight drives measurable impact 

Organisations that thrive in constant change are not the ones with flawless forecasts. They are the ones with the fastest, most informed response. 

Real-time operations transform volatility from an unpredictable threat into a manageable variable. 

They enable leaders to: 

  • Anticipate disruption earlier 

  • Intervene before costs escalate 

  • Support employees proactively 

  • Maintain performance stability despite external pressure 

In today’s environment, delays carry real financial and cultural cost. 

Operating in real time empowers organisations to move with confidence — syncing workforce strategy to operational reality in every moment that matters. 

Amanda Kahan

Content Marketing Program Manager

Amanda Kahan is a Content Marketing Program Manager at UKG, where she leads strategic content initiatives that elevate brand storytelling and engage audiences across channels, including the UKG Blog, Article Hub, and When Work Works podcast.

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