Workflow Disruption Minimization

🏗 How To Tackle Large, Complex Projects. With practical techniques to meet the desired outcome, without being disrupted or derailed along the way ↓ 🤔 99% of large projects don’t finish on budget and on time. 🤔 Projects rarely fail because of poor skills or execution. ✅ They fail because of optimism and insufficient planning. ✅ Also because of poor risk assessment, discovery, politics. 🎯 Best strategy: Think Slow (detailed planning) + Act Fast. ✅ Allocate 20–45% of total project effort for planning. ✅ Riskier and larger projects always require more planning. ✅ Think Right → Left: start from end goal, work backwards. ✅ For each goal, consider immediate previous steps/events. ✅ Set up milestones, prioritize key components for each. ✅ Consider stakeholders, users, risks, constraints, metrics. 🚫 Don’t underestimate unknown domain, blockers, deps. ✅ Compare vs. similar projects (reference class forecasting). ✅ Set up an “execution mode” to defer/minimize disruptions. 🚫 Nothing hurts productivity more than unplanned work. Over the last few years, I've been using the technique called “Event Storming” suggested by Matteo Cavucci to capture user’s experience moments through the lens of business needs. With it, we focus on the desired business outcome, and then use research insights to project events that users will be going through towards that outcome. On that journey, we identify key milestones and break user’s events into 2 main buckets: user’s success moments (which we want to dial up) and user’s pain points or frustrations (which we want to dial down). We then break out into groups of 3–4 people to separately prioritize these events and estimate their impact and effort on Effort vs. Value curves (https://lnkd.in/evrKJUEy). The next step is identifying key stakeholders to engage with, risks to consider (e.g. legacy systems, 3rd-party dependency etc.), resources and tooling. We reserve special timing to identify key blockers and constraints that endanger successful outcome or slow us down. If possible, we also set up UX metrics to track how successful we actually are in improving the current state of UX. When speaking to business, usually I speak about better discovery and scoping as the best way to mitigate risk. We can of course throw ideas into the market and run endless experiments. But not for critical projects that get a lot of visibility — e.g. replacing legacy systems or launching a new product. They require thorough planning to prevent big disasters and urgent rollbacks. If you’d like to learn more, I can only highly recommend "How Big Things Get Done" (https://lnkd.in/erhcBuxE), a wonderful book by Prof. Bent Flyvbjerg and Dan Gardner who have conducted a vast amount of research on when big projects fail and succeed. A wonderful book worth reading! Happy planning, everyone! 🎉🥳

I was asked to optimize UAE-home-grown famous burger brand central kitchen. The day I walked in the kitchen was a shocker, just one word can describe it - 𝗖𝗛𝗔𝗢𝗦. 𝗣𝗥𝗢𝗕𝗟𝗘𝗠 70 staff members. 3 different brands. Z̲e̲r̲o̲ ̲w̲o̲r̲k̲f̲l̲o̲w̲ ̲s̲y̲n̲c̲h̲r̲o̲n̲i̲z̲a̲t̲i̲o̲n̲.̲ Orders backing up. Quality was inconsistent. Staff were fed up and burning out. The issue wasn't the people or the recipes. It was the invisible enemy every kitchen faces: 𝗽𝗼𝗼𝗿 𝘄𝗼𝗿𝗸𝗳𝗹𝗼𝘄 𝗱𝗲𝘀𝗶𝗴𝗻. Here's what I did and also learned from redesigning that operation: → 𝗖𝗿𝗼𝘀𝘀-𝘁𝗿𝗮𝗶𝗻𝗶𝗻𝗴 eliminated bottlenecks. When your grill cook calls in sick, your prep team should be able to cover his shift seamlessly. - TRAINING MATTERS → Station positioning is more important than equipment. I moved the sauce station 3 feet closer to assembly. Result? 15% faster ticket times (yup, I got a stop watch for that) → Communication beat shouting. We installed simple visual cues that reduced order errors by 40%. (2 kds installation helped too) RESULT? Staff absentism stopped Transformation took 6 weeks. Customer complaints disappeared. And sweet Profit margins improved 8%. Workflow optimization isn't about working harder. It's about designing systems that work smarter. What's the biggest workflow challenge in your kitchen right now?

Met with a CPA firm last month. Their managing partner was furious. They'd outsourced document preparation to save money. On paper: 50% cost reduction. Reality? Total workflow chaos. Their offshore team couldn't access their document management system directly. Every file transfer required manual downloads, uploads, and version tracking. Client information lived in separate systems. Nothing connected. "We're saving on hourly rates but burning time on file transfers, format corrections, and version control," their operations manager explained. The disconnection disaster by the numbers: - 3.5 hours daily wasted on manual file transfers  - 22% of documents requiring rework due to version confusion  - 4 different communication platforms to manage simple questions. Our managed services approach eliminated the integration gap: - Direct, secure access to core systems with proper permission controls  - Unified workflow automation connecting onshore and offshore teams  - Customized API connections between previously siloed platforms Within 45 days, their entire process transformed. Document completion time decreased 41%. Disconnected processes aren't just annoying. They're systematic profit killers. Is your outsourced team truly integrated into your workflow? Or are you paying premium rates for endless digital handoffs? #cpafirms  #finance  #businessgrowth

Instead of starting with threats or systems, I start with the value stream. Why? Because business continuity isn’t really about hurricanes, power outages, or servers going down. It’s about something much simpler: preserving the flow of value through the business. Executives don’t care which database is offline. They care that customers can’t buy, contracts can’t close, or invoices can’t be sent. That’s the flow you’re protecting. Here’s how I break it down: 1️⃣ Identify the process that directly supports revenue or mission-critical outcomes. - What activity actually creates value? - For a SaaS platform, it might be the software deployment pipeline. - For a manufacturer, it might be raw materials through production to distribution. - For a hospital, it might be patient intake → treatment → billing. 2️⃣ Map each step in that process — people, systems, vendors, tools. - Who touches this? - What tech or suppliers does it rely on? - Where are the single points of failure? 3️⃣ Estimate what percentage of the company’s total revenue depends on this process. - If it fails, how much of your annual revenue would actually pause or disappear? - Is it a core process that drives 80% of revenue or a supporting function tied to 10%? 4️⃣ Estimate how much of that revenue is at risk in a realistic disruption. - Will you lose all revenue immediately? - Or just delay it? - Be conservative and credible — executives hate inflated numbers. 5️⃣ Spread that loss over operating hours to create an hourly cost of disruption. - Take the annual revenue at risk, divide it by 8,760 hours (for 24/7 ops) or by working hours for narrower processes. - Then add recovery costs (staff overtime, consultants) and reputational or compliance penalties. What you end up with isn’t perfect — but it’s credible. It turns abstract “criticality” into a number: This process costs $X per hour when it’s disrupted. Why this works: ✅ It sidesteps technical jargon — you’re talking value, not servers. ✅ It reframes continuity as a business problem, not an IT problem. ✅ It gives executives a simple, repeatable model to prioritize investments. ✅ And yes, it’s executive-friendly — because it speaks in dollars, not downtime. I’ll walk through a concrete example in my next post. But first, let me ask you — what would you add or improve in this approach? Have you seen a better way to make the financial case for continuity?

I watched a $50M hospital expansion get delayed by 8 months because of one email sitting in someone's inbox. The approval was ready. The budget was approved. The contractors were waiting. But the project manager had no visibility into where things stood. After working with 200+ organizations, I've seen the same manual workflow mistakes destroy project timelines and team morale. Here are the 5 most damaging ones: → Spreadsheet dependency for project tracking Teams lose hours updating multiple versions, and critical details slip through the cracks. One outdated cell can derail an entire milestone. → Chasing approvals through email chains Decision-makers get buried in their inboxes while projects sit idle. What should take 2 days stretches into 2 weeks. → Disconnected systems creating data silos Finance uses one tool, operations uses another, leadership gets reports from a third. Nobody has the complete picture. → Manual status reporting that's outdated before it's sent By the time you compile that weekly report, three new issues have emerged and two "green" items turned red. → Lack of structured accountability When everything is tracked informally, nothing gets tracked consistently. Problems surface too late to fix them effectively. Behind every delayed project are dedicated professionals trying to deliver value to their communities. They deserve better than being trapped in operational chaos. The solution isn't just better software. It's structured workflows that create transparency and accountability from day one. What workflow challenge is slowing down your current projects?

If you’re in the AEC industry, you've heard it countless times: "Digitize or get left behind." Easier said than done, right? Having navigated both sides of this shift, from boots and hardhat in the field to working in AEC tech, I know firsthand that the transition can feel overwhelming. But here’s the secret: digitizing your workflows doesn't have to disrupt your entire operation. Instead, think of it as unlocking new levels of efficiency, accuracy, collaboration and reducing risk. Here are a few practical steps I've found based on my AEC experience and also change management training that can be crucial for successful digital transformation and change management in AEC: Start Small & Scale Up Don't overhaul everything at once. Begin with high-impact, low-disruption areas—like field data collection or site inspections. Prioritize Ease of Use Pick digital tools your team can adopt easily. Remember, the goal isn't complexity; it's clarity. If your tech requires extensive training, reconsider your choice. Clear Communication Wins Your team must understand the "why" behind digitization—not just the "how." Show them tangible benefits: fewer errors, saved hours, improved communication. Make it relatable and practical. Champions & Support Identify internal champions who are excited about tech and can help lead the transition. They’ll be crucial in troubleshooting, encouraging adoption, and providing peer-to-peer support. Integrate & Automate Use digital tools and workflows tools that integrate with existing systems. Integrations with platforms like Autodesk Construction Cloud or Procore not only enhance efficiency but also minimize disruptions to existing workflows. Feedback Loops Regularly check in with your team to understand their experiences and adjust your strategy accordingly. Digitization isn’t a one-and-done; it’s a journey of continuous improvement. Its been said many times before, evolution, not revolution. Embracing digital transformation thoughtfully can boost your team’s productivity and reduce project risks. Change is rarely easy, but with the right approach, it becomes manageable and beneficial.

🤖 Effective workflow optimization in #agent #systems requires a sophisticated approach to managing and coordinating different processing patterns. This involves not just choosing between sequential and parallel processing but also understanding how to combine them effectively while considering system resources, time constraints, and task dependencies. 🚀 Here is a detailed analysis of workflow optimization: 1. Task classification and prioritization: The first step in workflow optimization involves carefully analyzing and categorizing tasks: I. Dependency analysis: 🔵 Identifying critical path tasks that must be completed in sequence. 🔵 Mapping dependencies between different booking components. 🔵 Understanding data flow requirements between tasks. 🔵 Recognizing temporal constraints and deadlines. II. Priority assignment: 🟢 Evaluating task urgency and importance. 🟢 Considering customer SLAs and expectations. 🟢 Assessing the impact on the overall booking process. 🟢 Determining resource requirements. 2. #Resource #management: Efficient allocation and utilization of resources is crucial for optimal workflow performance: I. System resource allocation: 🟡 Monitoring and managing CPU and memory usage. 🟡 Balancing load across different system components. 🟡 Implementing throttling mechanisms when needed. 🟡 Optimizing database connections and caches. II. External service management: 🟣 Tracking API rate limits and quotas. 🟣 Managing concurrent external service requests. 🟣 Implementing retry strategies for failed operations. 🟣 Maintaining service provider priorities. 3. Dynamic workflow adjustment: The system must be able to adapt its workflow patterns based on changing conditions: I. Load balancing: 🟠 Adjusting parallel task execution based on system load. 🟠 Redistributing tasks during peak periods. 🟠 Managing queue depths and processing rates. 🟠 Implementing backpressure mechanisms. II. Performance monitoring: 🟤 Tracking task completion times and success rates. 🟤 Identifying bottlenecks and performance issues. 🟤 Measuring system throughput and latency. 🟤 Monitoring resource utilization patterns. By carefully implementing these optimization strategies, agent systems can achieve better performance while maintaining reliability. The key is to create workflows that are not just efficient but also resilient and adaptable to changing conditions.   🃏 I hope the above is useful to you! should you need any further information or if I can be of assistance, please do not hesitate to contact me 👉 Mohammed BENNAD   #artificialintelligence #softwaredesign #future #digitaltransformation #cloudcomputing #innovation