Assessing Workload Efficiently

What do good managers do? They manage employee workloads to their optimal stress levels. What’s optimal stress? The Yerkes-Dodson Law, which dates back to 1908, examined the relationship between arousal and performance in mice. It found that for complex tasks, increasing stimulus produced a nonlinear response, in other words, performance improved to a point with greater stimulus, but then diminished. The curve’s inverted U-shape meant there was a local maximum, or an ideal stress point that produced the best performance. Scientists later replicated this finding in cats, rats, and people, showing that high levels of stress impaired cognitive performance. Glucocorticoids such as cortisol, a stress hormone, affect thinking, and when levels are too high, learning and memory function diminish. This inverted U response makes intuitive sense in business. Task complexity and volume must be sufficiently challenging to hold an employee’s interest, but when things get more complicated or come in too fast, stress increases. Above the “Goldilocks zone,” workers become overwhelmed and produce less. Despite this fact, most managers just pile on the work in response to pressure to “do more with less.” But because of limits in human cognitive performance, overloading employees delivers the exact opposite. What to do? Little’s Law, a theorem from queuing theory, provides insight: Response Time = Work in Progress / Completion Rate Results improve when the numerator gets smaller, the denominator gets bigger, or both occur. So to deal with greater workloads and fewer resources, managers should: ➡ Narrow the scope of work. Focus on the critical few things that matter, not the trivial many that don’t. Counterintuitively, doing less can actually do more because it reduces the total amount of work in progress. ➡ Improve the system. A process can only deliver what it’s capable of delivering. Increase throughput by simplifying, reducing errors and rework, making serial steps parallel, and selectively automating tasks. By making the tough decisions and improving workflows, managers can ensure employees stay within their optimal performance ranges, regardless of increased demand and fewer resources. Workers will be less stressed and happier, too. #customersuccess #customersuccessmanagement #revenueoperations #management #saas

🔧 Exploring Capacity Planning in SAP Plant Maintenance (PM) 🚀 Ever faced a situation where planned maintenance work exceeds available resources,leading to backlogs and delays? Or worse, inefficient scheduling that results in idle technicians and wasted capacity? That’s where Capacity Planning in SAP PM comes in! 👉 What is Capacity Planning in SAP PM? Capacity planning ensures that maintenance work is planned realistically by aligning the required work hours with the available workforce and machine capacity at a Work Center. 🔍 Key Aspects of Capacity Planning in SAP PM ✅ Work Centers as Capacity Holders ▶️ In SAP PM, maintenance activities are assigned to work centers, representing maintenance teams, workshops, or machines. ▶️ Work centers hold capacity data (e.g., number of technicians, available work hours, shift schedules). ✅ Standard Value & Formula in Task Lists/Orders 👉 Every operation in a maintenance order (IW31/IW32) or task list (IA01/IA02) contains: 📌 Work center – Defines available capacity 📌 Activity Type – Links to cost rates for labor 📌 Standard Values – Defines execution time for an operation 📌 Formula – Calculates required capacity (work = duration × number of people) ✅ Capacity Load Analysis & Leveling SAP provides tools to analyze and adjust workloads: 📌 CM01 (Work Center Load Report) – Shows available vs. required capacity. 📌 CM21 (Capacity Leveling) – Helps reschedule orders to balance workloads. ✅ Integration with Preventive Maintenance (PM Plans) IP30 (Deadline Monitoring) generates maintenance orders based on schedules. Without capacity checks, workloads may exceed availability, causing scheduling conflicts. 🛠️ Managing Capacity in SAP PM – Step by Step 1️⃣ Define Work Centers & Capacities Use CR01/CR02 to set available hours, shifts, and technicians. 2️⃣ Assign Work Centers in Task Lists & Orders ▶️ Standard values & formulas in task lists (IA01) ensure accurate workload estimation. ▶️ When creating work orders (IW31), SAP calculates required capacity. 3️⃣ Monitor Work Center Loads ▶️ Use CM01 to check if maintenance teams are overloaded or underutilized. ▶️ Identify potential scheduling issues before execution. 4️⃣ Level Capacity (CM21) ▶️ Reschedule overloaded orders by adjusting start dates or shifting work. ▶️ Use dispatching functions to prioritize urgent tasks. 5️⃣ Optimize Preventive & Breakdown Workload ▶️ Ensure preventive maintenance orders align with available resources. ▶️ Adjust unplanned (corrective) work orders without overloading technicians. 🚀 Why Capacity Planning Matters? ✅ Prevents last-minute scheduling conflicts ✅ Optimizes workforce utilization & efficiency ✅ Reduces work order backlogs & delays ✅ Ensures smooth execution of preventive & corrective maintenance 👉 Pro Tip: Always review capacity before releasing large maintenance orders to avoid unexpected bottlenecks! How does your team handle maintenance capacity planning? Let’s discuss in the comments! 👇 #SAPPM #PM

We talk a lot about conserving energy when it comes to sustainability, but what about the energy we expend in the workplace? From individuals juggling demands to teams navigating tight deadlines, how we manage energy directly impacts well-being, productivity, and success. Isn’t it time we focus on conserving the energy that drives us? Too often, we expect ourselves and others to operate like machines, forgetting that energy isn’t infinite. When we consistently demand more than someone (or an organization) can handle, we’re borrowing against a resource that may take weeks or months to replenish. 𝐖𝐡𝐞𝐧 𝐞𝐧𝐞𝐫𝐠𝐲 𝐢𝐬 𝐦𝐢𝐬𝐦𝐚𝐧𝐚𝐠𝐞𝐝: It manifests as stress, decreased creativity, and eventual burnout. For teams, it results in high turnover, low engagement, and a drop in overall productivity. For leaders, it tarnishes credibility and trust. Respecting capacity doesn’t mean settling for less. It means leveraging available energy effectively, fostering environments where people thrive rather than merely survive. 𝐖𝐡𝐞𝐭𝐡𝐞𝐫 𝐲𝐨𝐮’𝐫𝐞 𝐦𝐚𝐧𝐚𝐠𝐢𝐧𝐠 𝐲𝐨𝐮𝐫 𝐨𝐰𝐧 𝐰𝐨𝐫𝐤𝐥𝐨𝐚𝐝 𝐨𝐫 𝐥𝐞𝐚𝐝𝐢𝐧𝐠 𝐚 𝐭𝐞𝐚𝐦, 𝐥𝐨𝐨𝐤 𝐨𝐮𝐭 𝐟𝐨𝐫 𝐭𝐡𝐞𝐬𝐞 𝐫𝐞𝐝 𝐟𝐥𝐚𝐠𝐬: 🚩 Increased mistakes: A sign of mental fatigue. 🚩 Irritability or withdrawal: A person’s way of signaling overload. 🚩 Missed deadlines: Often less about incompetence and more about unrealistic expectations. 𝐇𝐞𝐫𝐞’𝐬 𝐡𝐨𝐰 𝐭𝐨 𝐩𝐫𝐚𝐜𝐭𝐢𝐜𝐞 𝐞𝐧𝐞𝐫𝐠𝐲 𝐜𝐨𝐧𝐬𝐞𝐫𝐯𝐚𝐭𝐢𝐨𝐧 𝐚𝐧𝐝 𝐬𝐞𝐭 𝐫𝐞𝐚𝐥𝐢𝐬𝐭𝐢𝐜 𝐞𝐱𝐩𝐞𝐜𝐭𝐚𝐭𝐢𝐨𝐧𝐬: 1. Assess Capacity Regularly Check in with yourself and your team. Is the current workload sustainable? Are resources sufficient? Make it a practice to recalibrate as needed. 2. Practice “Energy Mapping” Identify tasks or projects that require high energy versus those that can be accomplished with lower effort. Focus energy where it matters most and delegate or defer less critical work. 3. Communicate Clearly Encourage open conversations about workloads and mental bandwidth. When people feel safe to express limits, it’s easier to redistribute tasks or adjust timelines. 4. Model Energy Awareness As a leader or peer, model the behavior you want to see. Show that it’s okay to prioritize well-being over constant productivity. When people see you conserving your energy, they feel permission to do the same. Individuals perform better when they feel valued, heard, and supported. Teams thrive when they have the bandwidth to innovate and collaborate meaningfully. Organizations benefit from reduced turnover and a stronger, more engaged workforce. How are you honoring capacity in your work environment? ---- 👋🏼 Hi, I'm Noorah - your 𝙉𝙖𝙘𝙝𝙗𝙤𝙧𝙝𝙤𝙤𝙙 recruitment partner (Nachbor, pronounced neighbor 🏘️) and people + culture advocate transforming recruitment and talent acquisition. I specialize in connecting businesses with exceptional talent to drive growth, enhance efficiency, and build lasting success.

Here's a thought experiment: Could you improve your productivity simply by applying the principles of software development to your desk job? Turns out people have actually been trying this, and it works. Cal Newport is the author of many bestselling books including "Slow Productivity" and is a professor at Georgetown. For anyone looking to be more efficient at work, he proposed this simple process: • Create a shared document of your workload • At the top there is a list of things you're actively working on right now - only 2-3 items max • Underneath there is a queue of other projects in your backlog which gets prioritised once a week • When someone comes to request your time to work on something new, you point them to the shared doc and invite them to add their project to the queue • They can check back in and see when their project moves up the list towards being active - no point chasing you or asking for status updates • It manages expectations and tradeoffs - when someone senior prioritises their project over others, it forces a conversation about what needs to be deprioritised to make space for it It shouldn't be a surprise that this works; software developers have been using this method in scrum teams for over a decade in order to ship the products we use everyday. Three lessons: 1. By working on fewer things at once, you actually boost your productivity 2. By forcing yourself and others to manage tradeoffs, you focus your attention on the most important tasks 3. You'll notice that the "not important, not urgent" tasks start to fall out of your workload, making you more effective at your role Do you use something like this to manage your workload?

AWS Compute Selection 1. Start by validating workload duration; if the process runs longer than 15 minutes, you must categorize it as a long-running workload. 2. For these long-running workloads, assess your need for containerization: select AWS Fargate for serverless container management, or default to Amazon EC2 if containers are not required. 3. If the workload is short-lived (<15 mins), shift your focus to traffic patterns to distinguish between event-driven variable traffic and predictable traffic. 4. When handling variable traffic, evaluate workflow complexity: architect complex orchestrations using Step Functions + Lambda, or utilize standalone AWS Lambda for simple tasks. 5. If traffic is predictable, determine if the workload requires edge processing to reduce latency or if it can reside centrally in a specific region. 6. For edge scenarios, select based on execution speed: implement CloudFront Functions for ultra-low (sub-millisecond) latency or Lambda@Edge for standard low latency. 7. For region-based workloads, decide on your need for infrastructure control: provision Amazon EC2 if you require full OS/hardware access, or choose AWS Lambda to abstract the underlying logic entirely.

Have you ever felt lost in a new project or job? Navigating multiple demands can be challenging, but there are strategies to help manage the work effectively: 📌 Prioritize tasks: use a prioritization to categorize tasks by urgency and importance, critical and high. Focus on critical-impact activities first. 🎯 Set clear objectives: define specific, measurable goals for each project or task. This helps you stay aligned with business needs and reduces the feeling of being overwhelmed. 📣 Communicate: keep stakeholders informed about your workload and timelines. Clear communication helps manage expectations and can lead to better resource allocation. 🔄 Use Agile methodologies: implement Agile practices, such as sprints and regular check-ins, to break down work into manageable pieces and maintain focus. 🛠 Leverage tools: utilize project management tools (like Trello, Asana, Jira, Azure DevOps) to track tasks, deadlines, and progress. This provides visibility and helps you stay organized. 🤝 Delegate and collaborate: if possible, delegate tasks to team members or collaborate with colleagues to share the workload. ⌛ Time management: practice effective time management techniques, such as the Pomodoro Technique, to enhance focus and productivity. 🚫 Learn to say "no": assess new requests critically. If a task doesn’t align with current priorities or isn’t feasible, communicate this respectfully to stakeholders. 🤔 Regular reflection: schedule time for regular reflection on what’s working and what isn’t. Adjust your approach as needed to improve efficiency. 📞 Seek support: don’t hesitate to ask for help from your team or manager if you’re feeling overwhelmed. They can provide resources or help reprioritize tasks. By implementing these strategies, you can better manage competing demands and maintain clarity in your role. Tell me, are these tips useful? Is there another one you would like to suggest? #businessanalysis #projectmanagement #demandmanagement

Are You Maximizing Your Operational Leverage❓ Most executives are running at full capacity, but are you making the highest and best use of your team’s time? One of the simplest ways to create leverage is by systematically offloading low-value work so your top performers (and you) focus on what truly moves the business forward. 🔑 Here’s how to do it today: ✅ Step 1: Audit Your Time & Team's Work Look at your calendar and your team’s workload; what % is spent on high-value vs. low-value tasks? Identify any repetitive, manual, or non-strategic work that can be streamlined or eliminated. ✅ Step 2: Ruthlessly Eliminate or Automate Kill off unnecessary reports, meetings, and approvals. Automate where possible; AI, templates, and workflows can save hours per week. Delegate smarter; empower your team to own decisions at their level. ✅ Step 3: Implement a ‘No-Task-Without-Leverage’ Rule If a task doesn’t increase revenue, efficiency, or strategic impact, challenge why it’s being done. Every leader should ask: “Can this be delegated, automated, or stopped?” before doing it. ✅ Step 4: Set Up a Leverage Checkpoint Review your team’s workload monthly to ensure high-value work is prioritized. Continuously refine; what worked last quarter may not be optimal today. The best executives don’t just work harder—they create systems that multiply their impact. 🚀 👉 What’s one task you need to eliminate or automate this week? #CEO #COO #CXO #ai #Leadership #OperationalExcellence #Efficiency #Scaling

Over half of the teams who reach out to us mention resource management as one of their top issues to solve. They're trying to balance demand (client needs and budget) with supply (employee and contractor skill sets, availability, and costs). And most turn to technology as the key component to solve this challenge. "As long as I have a modern-day project management system with a workload view, I'll be all set, right?... RIGHT?" At ZenPilot, we blend a mix of top-down and bottom-up resourcing. Bottom-up helps with the short term, and top-down helps with the long term. Regardless of the approach, your project management system needs to be your single source of truth and ultimate data collector to help you. Here are a few steps you need to take to start building out a more accurate workload view in ClickUp. 1️⃣ Document your agency's processes step-by-step as ClickUp templates. If you build process templates for everything that you do, and they leverage time estimates, due dates, and assignees, you'll get much more accurate tasks in your system to actually populate your workload view. 2️⃣ Each task should only have ONE assignee "Multiple assignees on a task = no assignees" 3️⃣ Your due dates should be the DO dates Due dates are our core prioritization method. Due dates are not just suggestions; they're when a task needs to be completed. We take it a step further and voice that the due date should also be the DO date—when the task needs to be started and completed. 4️⃣ Get rid of start dates Start dates just split up time estimates evenly across days, which isn't always realistic. 5️⃣ Remap overdue tasks If your team has a bunch of overdue tasks that still need to be done, these won't reflect accurately on the workload view if their due dates are in the past. 6️⃣ Optimize your process templates monthly Create a time estimate vs. actual dashboard to help you compare time tracked to time estimates. You want to use data to get your time estimates as accurate as possible. 7️⃣ Out of office time matters Time blocks can also be used to populate the workload view. You should be creating tasks in your project management system that fill up someone's workload when they are out of the office and can't take on any work. 8️⃣ Live by the rule of "if it's not in your project management system, it doesn't exist" Every task needs to be in your project management system to make your workload view accurate. This includes meetings, professional development, etc. 9️⃣ Create a QA view at the everything level (or a dashboard) to audit your workspace. Every task must have an assignee, due date, and time estimate to populate your workload view, but how do you make sure every task has the appropriate data? Build a QA view that only shows tasks that don't have one of those three ingredients. 👉 I've got a full training and PDF guide on this. You can find it here: https://lnkd.in/eu92NTSi

Is it just me or does this year already feel a decade long? 🗓️ If your to-do list is longer than your actual day, I've got you. Here's what I've learned after training time management for more than 15 years. There are only 3 real options when the volume of work outweighs your time and energy. Everything else is a distraction or a delay. ✅ Option 1: Reduce the Workload (This may require conversations you'd rather avoid...but they're needed.) Renegotiate deadlines, reallocate responsibilities, delegate more intentionally, leverage technology more effectively. Remember: being overwhelmed doesn't serve your team, your goals, or your personal wellbeing. You are a human being with normal, natural human limitations of time and energy. If your plate is overfull, ask: ❓ Who else can contribute here? ❓ What are more reasonable expectations I can advocate for? ❓ What tools or systems could help reduce my manual busy work? ✅ Option 2: Increase Efficiency Sometimes the workload is just unchangeable, at least in the short term. When that's the case, the next step is to get smarter about how you tackle it. Start with prioritization. Not everything on your list holds equal weight. Then look for where you can streamline: ❓ Are there recurring tasks that can be batched? ❓ Meetings that can be emails? ❓ Emails that can ignored or automatically filed? ❓ Reports that can be templatized? ❓ Processes that can be improved? Audit your time honestly and figure out where you’re wasting time and do everything in your power to reduce it. Efficiency is a skill you can build but (like all learning) it first requires self-awareness. ✅ Option 3: Shift Your Mindset Sometimes what overwhelms us isn’t the work itself, but the expectations we've layered onto it. You’re not the only one feeling the pressures of “too much to do and not enough time.” This is the state of the modern workplace. Accept that you're not going to get everything done TODAY. That’s not the point. The goal is not to finish everything right now; it's to understand what matters most in this moment and focus your energy there. 👉 If you have other strategies, drop them in the comments!

Juggling Multiple Tasks and Delivering within given Time: This is all about prioritization, planning, and staying adaptable. Below are a few tips you could use to manage your busy workload: *Prioritize with Purpose – Use the Eisenhower Matrix - Urgent & Important: Do now - Important but Not Urgent: Schedule - Urgent but Not Important: Delegate - Neither: Eliminate *Break Tasks Down - Big tasks become overwhelming fast—so break them into micro-tasks with clear deliverables. *Time Blocking - Allocate chunks of time to specific tasks using tools like Google or Teams Calendar. * Group similar tasks together to stay in the zone. * Use the 80/20 Rule (Pareto Principle) - 80% of results come from 20% of efforts—so identify and focus on the high-impact tasks first. * Communicate & Adjust - If a deadline needs adjusting, communicate early, also build a buffer time into my schedule for unexpected stuff—because it always shows up. * Stay Organized - Use a simple project tracker such as Excel to help keep a bird’s-eye view. * Stay Healthy - Don’t underestimate sleep, hydration, and mental breaks. Productivity isn’t just output—it’s also about sustainable energy. Juggling multiple tasks and delivering on time isn't about doing everything—it's about doing the right things at the right time. By prioritizing strategically, breaking work into manageable chunks, using time wisely, and staying organized, you create a system that’s both efficient and sustainable. #Wednesdaywisdom #HR #TDP