Scenario Planning Methods

A study published today changes the risk calculus for every long-horizon decision being made across the Atlantic world. The Atlantic Meridional Overturning Circulation (AMOC), the ocean current that regulates climate across Europe, Africa, and the Americas, now has a greater than 50% probability of collapse, according to the new research which uses real-world ocean observations to validate climate models. ... and the impacts are: 🌊 50–100cm of additional sea-level rise along Atlantic coastlines. ❄️ Extreme cold winters and severe summer droughts across Western Europe . 🌧️ Collapse of the tropical rainfall belt across Sub-Saharan Africa and South America ⏱️ The tipping point — the moment collapse becomes irreversible — could arrive by mid-century. That is within current infrastructure cycles, bond maturities, and institutional investment horizons. The models producing these projections do not yet include Greenland meltwater, meaning the real risk is likely still higher. The WMO State of the Global Climate 2025 confirmed the trends feeding this: record ocean heat for the ninth consecutive year, accelerating ice loss from Greenland and Antarctica, and the highest Earth energy imbalance ever recorded. The physical system is moving faster than our risk frameworks. Any climate risk assessment that treats AMOC collapse as low-probability is now out of date and should be revised. Any coastal infrastructure investment not pricing in accelerated sea-level rise is built on obsolete assumptions. Any food and agricultural security strategy for Europe, Africa, or South America that ignores potential circulation collapse is incomplete. What is your organisation's AMOC scenario? Source: Portmann et al., Science Advances, April 15 2026 https://lnkd.in/e4HRQM6X

Want to know what's dominating CEO conversations? Here is the most recent data for Q1 2025 by Philipp Wegner with IoT Analytics - Hot off the Press as of March 25th! 𝐊𝐞𝐲 𝐅𝐢𝐧𝐝𝐢𝐧𝐠𝐬: • 𝐓𝐚𝐫𝐢𝐟𝐟𝐬 𝐓𝐚𝐤𝐞 𝐂𝐞𝐧𝐭𝐞𝐫 𝐒𝐭𝐚𝐠𝐞: CEO mentions of tariffs surged by 190%, surpassing previous peaks as companies grapple with new global trade tensions and policies. CEOs are actively exploring strategies to mitigate or even leverage these tariff impacts. • 𝐔𝐧𝐜𝐞𝐫𝐭𝐚𝐢𝐧𝐭𝐲 𝐒𝐩𝐢𝐤𝐞𝐬: Mentions of uncertainty climbed 49% as geopolitical shifts and trade wars cloud strategic decisions, notably affecting the EMEA region and industrial sector most significantly. • 𝐀𝐈 𝐂𝐨𝐧𝐭𝐢𝐧𝐮𝐞𝐬 𝐑𝐢𝐬𝐢𝐧𝐠 – 𝐄𝐬𝐩𝐞𝐜𝐢𝐚𝐥𝐥𝐲 𝐀𝐠𝐞𝐧𝐭𝐢𝐜 𝐀𝐈: AI remains a priority, with an impressive 275% spike in discussions about Agentic AI—highlighting a strategic shift towards autonomous decision-making technologies designed to boost efficiency and innovation. • 𝐑𝐞𝐜𝐫𝐮𝐢𝐭𝐢𝐧𝐠 𝐇𝐢𝐭𝐬 𝐚 𝐅𝐫𝐞𝐞𝐳𝐞: Amid economic turbulence, CEOs scaled back conversations on hiring by 8% while hiring freeze mentions soared by 286%, signaling cautious approaches towards workforce expansion. 𝐌𝐲 𝐓𝐚𝐤𝐞: CEOs today face complex, interconnected challenges. They’re shifting from optimistic hiring and growth toward defensive positions amidst economic uncertainty and tariff complexities. At the same time, investments in innovative AI, particularly agentic AI, are viewed as strategic ways to navigate these turbulent waters. 𝟑 𝐏𝐢𝐞𝐜𝐞𝐬 𝐨𝐟 𝐀𝐝𝐯𝐢𝐜𝐞: 𝟏. 𝐑𝐞𝐚𝐬𝐬𝐞𝐬𝐬 𝐒𝐮𝐩𝐩𝐥𝐲 𝐂𝐡𝐚𝐢𝐧 𝐑𝐢𝐬𝐤𝐬: Evaluate your exposure to tariffs immediately. Move swiftly to adjust sourcing and production to maintain competitiveness. 𝟐. 𝐒𝐜𝐞𝐧𝐚𝐫𝐢𝐨 𝐏𝐥𝐚𝐧𝐧𝐢𝐧𝐠 𝐢𝐬 𝐂𝐫𝐮𝐜𝐢𝐚𝐥: Strengthen your organization's ability to rapidly respond to geopolitical shifts. Having robust contingency plans can provide stability in uncertain times. 𝟑. 𝐀𝐜𝐜𝐞𝐥𝐞𝐫𝐚𝐭𝐞 𝐀𝐈 𝐈𝐧𝐯𝐞𝐬𝐭𝐦𝐞𝐧𝐭: Quickly identify and prioritize strategic AI investments—especially autonomous, agentic AI solutions—to drive productivity, agility, and market advantage despite hiring freezes. 𝐅𝐨𝐫 𝐦𝐨𝐫𝐞 𝐢𝐧𝐟𝐨𝐫𝐦𝐚𝐭𝐢𝐨𝐧 𝐨𝐧 𝐭𝐡𝐢𝐬 𝐫𝐞𝐩𝐨𝐫𝐭: https://lnkd.in/eWWMt47K ******************************************* • Visit www.jeffwinterinsights.com for access to all my content and to stay current on Industry 4.0 and other cool tech trends • Ring the 🔔 for notifications!

Most leaders fear crises, but crises unlock growth. My 5-step framework shows how. I’ve spent over 20 years guiding founders through tough times - turnarounds, pivots, and moments when the future felt uncertain. I've learnt that chaos is not the end. It’s often the start of something better, if you have a system you trust. A client story stands out. They faced economic challenges that threatened their business. By using my 5-step framework, they went from survival mode to a turnaround in 6 to 12 months. No magic, just discipline, hard work and a repeatable system. Here’s the framework that made the difference: 1. Assessment ⇀ Take a clear look at what’s really happening.  ⇀ What are the facts? Where are the issues?  ⇀ Be honest about strengths and blind spots. 2. Alignment ⇀ Make sure everyone is on the same page.  ⇀ Get buy-in from your team and partners.  ⇀ Set the vision and share it often. 3. Action ⇀ Move quickly on what matters most.  ⇀ Build a plan and break it into steps.  ⇀ Start with the hardest task first. 4. Acceleration ⇀ Once you see progress, increase the pace.  ⇀ Remove slow parts, double down on what works. ⇀ Keep the team focused. 5. Assurance ⇀ Check results, and adjust your plan.  ⇀ Celebrate wins and learn from setbacks.  ⇀ Support your team. Reflect on these steps for your next business pivot: ➞ What is your real starting point? ➞ Who needs to be aligned for success? ➞ What action can you take today? ➞ Where can you speed up? ➞ How will you get assurance? Growth often hides behind a crisis and the right framework could turn your fear into clarity and momentum. I know economic times are tough for many business owners, but please keep going. Your next breakthrough could be closer than you think.

We’ve all seen how quickly a single moment on social media can spiral. One tone-deaf comment, one AI-generated response that misses the mark, or just a slow internal handoff and suddenly, your brand is trending for all the wrong reasons. When I started building our AI-First Mindset™ transformation program, I knew we couldn’t just focus on opportunity. We also had to prepare leaders for risk and that includes public-facing crises fueled by speed and automation. That’s why I developed a new module focused on building a social media crisis management plan designed for today’s AI-powered workplace. We cover the essentials: • How to build a clear, flexible crisis communication plan • The best crisis management tools to monitor and respond in real time • How to define team roles across marketing, legal, leadership and tech • And how to account for AI-powered systems that can escalate issues if not handled properly In a world where content and backlash move at machine speed, your people need clarity. That starts with a plan that’s actually usable and practiced before the pressure hits. This isn’t about fear. It’s about preparation. AI adoption comes with incredible potential, but it also changes how we manage trust. A good crisis response needs to e part of your broader AI change management strategy. If your team is using AI but hasn’t revisited your crisis plan, now’s the time. Stay tuned for practical guidance on creating crisis plans that perform under pressure. #DigitalCrisisStrategy #CrisisCommunication #CrisisResponse #DigitalCrisis #SocialMediaCrisis

“Another Boeing plane has crashed…” That headline didn’t just inform the world. It shook it. Airlines grounded fleets. Passengers canceled bookings. Families waited in grief. And in those painful moments, everyone turned to Boeing — waiting for reassurance, compassion, and clarity. But what they received instead was silence, technical statements, and corporate coldness. ⸻ 💬 The Dialogue That Never Happened Imagine if Boeing’s CEO had stood before the world and said: 👉 “We are devastated by this tragedy. Our deepest condolences go to the families who lost their loved ones. We take full responsibility to uncover the truth, fix it, and make sure this never happens again. Every passenger’s life matters. We will not rest until trust is restored.” Instead, the company issued vague technical explanations about “software updates” and “pilot procedures.” The difference? One statement speaks to the heart. The other hides behind jargon. 📉 The Fallout of Silence Boeing didn’t just lose billions in market value. They lost something far more precious: trust. • Passengers felt unsafe. • Governments demanded groundings. • Airlines questioned contracts. • Employees lost pride. A global brand that once symbolized safety became a symbol of fear. And the leadership lesson? 👉 In crisis, your communication is your reputation. ⸻ When tragedy strikes, the human brain looks for three things immediately: 1. Reassurance (Pathos): “Do you see my pain? Do you care?” 2. Clarity (Logos): “What exactly happened? Am I safe?” 3. Responsibility (Ethos): “Can I trust you to fix this?” ⸻ Here’s a 3-step Crisis Communication Framework every CEO must remember: 1. Acknowledge Emotion (Pathos): • Show empathy immediately. • Example: “We are heartbroken by this tragedy. Lives were lost. Families are grieving.” 2. Share Facts Clearly (Logos): • State what you know, what you don’t know, and what you’re investigating. • Example: “The incident involves [details]. Investigations are ongoing. Safety checks are underway globally.” 3. Commit to Responsibility (Ethos): • Show accountability and promise change. • Example: “We take full responsibility. Here’s how we are fixing it: [specific steps].” ⸻ ✅ Do’s & ❌ Don’ts of Crisis Communication ✅ Do’s • Respond quickly. Speed signals responsibility. • Lead with humanity. Speak to emotions first, facts second. • Be transparent. Say what you know and admit what you don’t. • Take responsibility. Even partial acknowledgment builds trust. • Be consistent. Updates must be regular, not one-time. ❌ Don’ts • Stay silent. Silence is filled with rumors. • Use jargon. “Software anomaly” means nothing to grieving families. • Deflect blame. Saying “pilot error” erodes credibility. • Downplay loss. Even one life lost must be honored. • Overpromise. “It will never happen again” sounds hollow if unproven. ⸻ 💡 The Bigger Leadership Lesson Crisis doesn’t just test your company. It tests your character.

One of the most important applications of GenAI is in foresight. A new report from Paulo Carvalho at IF Insight & Foresight on "How Generative AI Will Transform Strategic Foresight" provides wide-ranging perspectives on the possibilities. Here are some of the most interesting action-oriented frames I found in the report. 🔍 Real-Time Environmental Scanning: Use GenAI to conduct continuous scanning of emerging trends, weak signals, and disruptions across diverse sources. This real-time, dynamic approach allows organizations to stay agile, proactively adjusting strategies as new insights unfold. 🌐 Immersive Scenario Simulations: Utilize GenAI to create interactive VR/AR scenarios that bring potential futures to life. These simulations engage stakeholders deeply, helping them visualize and emotionally connect with complex strategic choices, fostering stronger alignment with future goals. 🔄 Adaptive Scenario Planning: Move from static to adaptive planning by integrating live data into foresight models. Continuous updates based on geopolitical, economic, and technological shifts ensure that scenarios remain relevant and actionable over time. 💬 Enhanced Strategic Conversations: Use GenAI-powered virtual agents to facilitate dynamic "what-if" conversations, helping stakeholders explore a range of possible outcomes. This deepens strategic insights and encourages a proactive approach to complex decision-making. ⚙️ Modeling Complexity and Emergent Behaviors: Use GenAI to simulate complex systems and emergent behaviors, enabling organizations to anticipate interconnected, cascading effects. This prepares them for resilience in the face of unpredictable challenges and non-linear changes. 📊 Multimodal Data Integration for Richer Insights: Leverage GenAI’s capacity to analyze diverse data types (e.g., text, images, audio, video) to gain a nuanced, comprehensive view of trends and risks. This multimodal approach captures intricate patterns that single-source analysis might miss. 🌍 Embrace Multiple Perspectives and Plurality: Design foresight processes that incorporate a wide array of perspectives, blending cross-disciplinary and cultural insights. This inclusive approach creates more robust, innovative scenarios that account for diverse worldviews and challenges assumptions. 🤝 Facilitate Participatory and Co-Creative Approaches: Use GenAI to build interactive platforms that invite diverse stakeholders to co-create and refine scenarios. Real-time collaboration enhances the relevance and inclusivity of strategic models, making them more reflective of shared goals and values. I'll be sharing some of my thoughts on this very important topic in the next little while.

Uncertainty isn’t the enemy of leadership. Silence in uncertainty is. Markets shift. Geopolitics flare. Technology disrupts. No leader can predict exactly what comes next. The mistake isn’t saying “I don’t know.” The mistake is leaving it there. Silence creates space for fear. Scenarios create space for confidence. The leaders I know say this: “We don’t know the future…But here are three ways it could play out, and here’s how we’ll respond to each.” That shift replaces anxiety with structure. Here’s how scenarios guide decisions: 1. Best Case → Maximise Opportunity • If growth rebounds, be ready to scale • Line up resources and move first • Optimism matters only if you’re prepared 2. Base Case → Navigate Steady State • In uneven recovery discipline wins • Tier your investments • Forecast cash tightly • Normalise quarterly adjustments 3. Worst Case → Build Resilience • Protect non-negotiables • Pre-approve cost levers • Over-communicate with empathy, reinforce purpose • Trust is forged in downturns, not booms. The real power is in cascading this skill to teams: → Model vulnerability (“I don’t know yet”) → Teach them to sketch 3 scenarios in 15 minutes → Anchor every path to concrete actions → Repeat until it becomes part of culture At 6 months, fear gives way to clarity. At 2 years, resilience becomes second nature. Remember, great leaders don’t eliminate uncertainty. They equip their people to move confidently within it. That’s how you scale trust, resilience, and momentum, inside your company and across your partnerships. --------------------------- Avoid missing insights like this. Get cheatsheets like this each Wednesday. Subscribe to my free newsletter: https://philhsc.com ➕ Follow me, Phil Hayes-St Clair for more like this.

This is an EBITDA-to-EBITDA scenario bridge for a manufacturing company. It's not a traditional waterfall chart. We recently examined this shared model during a Financial Analysis, Operations Management, and Business Partnering session of the FP&A Mastery Signature Program. At first glance, it looks like a standard waterfall because it starts with (a) EBITDA Forecast, (b) ends with EBITDA Actual, and (c) positions to explain the difference. However, when you track the movement of multiple variables at once you lose attribution and insight into the impact of each metric. So what I'm doing here is illustrating how each change in the following metrics impacts profitability, one at a time: 1) Volume 2) Rates & Mix 3) Material Costs 4) Yield 5) Conversion Costs 6) SG&A The order matters because each step answers a very specific question that is helpful for manufacturing, construction, and CPG companies: “If only this one variable had changed (holding everything else constant) what would EBITDA have been?” ---------------- One key factor that I've omitted? Synergistic (<- yes I hate that word) combinations. For example: (1) Volume + yield may create a nonlinear effect (2) Rate changes may amplify mix shifts (3) Cost absorption may behave differently at scale In reality, the combined effect of two drivers can be: (a) Greater than the sum of the parts (b) Less than the sum of the parts A pure isolation bridge like this one doesn’t show that interaction, and that’s okay. Because the purpose of this scenario bridge is more about explanation, not about simulation. If you want to simulate the impact, you can create a multi-layered simulation that incorporates additional effects when both metrics meet their threshold. ---------------- Is this a financial model? No. Why not build a financial model? Because you don't need to build one to support this analysis. If you wanted a full P&L that incorporates all of these elements over time, sure, build one. The goal of FP&A is to meet our audience where and how they need to be met. Nothing more, nothing less. As Einstein once said: "Make everything as simple as possible...but not simpler." ➡️ 15+ hours of comprehensive, hands-on FP&A, Excel, and financial modeling education here on LinkedIn Learning: https://lnkd.in/e5AxBzbA

Sharing one of the clearest diagrams I have seen to explain why climate change is a systems issue. The Understanding Global Change framework by the University of California, Berkeley lays this out in a very structured way. It starts with the drivers of change. On one side, human activities such as fossil fuel combustion, agriculture, land use change, urbanization, and resource extraction. On the other, non human drivers such as solar radiation or tectonic activity. From there, the map moves into how the Earth system works, showing the interaction between the atmosphere, hydrosphere, biosphere, and geosphere through energy flows, elemental cycles, ecosystems, and climate processes. The next layer is where it becomes especially useful. It identifies measurable changes in the Earth system. Greenhouse gases, air temperature, precipitation patterns, sea level rise, biodiversity shifts, soil quality, ocean chemistry. These indicators sit between physical processes and human outcomes. At the center, the framework links those changes to food availability, health, freshwater access, displacement, and overall quality of life. This structure matters because it mirrors how strategy should be built. First, understand the drivers. Second, analyze how those drivers affect system processes. Third, track the measurable indicators that reflect real exposure. Finally, assess the implications for operations, supply chains, markets, and communities. When organizations skip one of these steps, risk management becomes fragmented. In practical terms, this framework can be used to map business activities against Earth system drivers, identify which processes are most affected, and select indicators that are truly material. It also helps connect environmental performance with financial and social impact in a coherent way. Climate change cannot be managed in isolation. It is embedded in energy systems, ecological dynamics, and economic structures. A systems map like this makes those connections visible and, more importantly, actionable.

"Should we hire or should we cut?" is a question I'm hearing often from small business owners right now, which is fair given the mixed economic signals. Some clients are seeing their best quarters ever. Others are watching pipelines thin out. Everyone seems to be asking, "How do we plan for what we can't predict?" This is where scenario planning becomes your survival tool; not just hoping for the best, but modeling the reality of different futures. Here's what we walk our clients through: 🌳 The Growth Scenario: For example, if revenue is expected to be up, we’re looking at potential team expansion and higher overhead. Looking at what that does for cash flow given the changes to expected expense changes. 🌱 The Steady Scenario: Where flat growth is expected and we plan to maintain current team, we’ll want to optimize margins and prepare for inevitable per team member increases. There will likely be some percentage increase YOY but we expect the core costs to stay the same. 🍃 The Contraction Scenario: On the other hand, if revenue is expected to go down, we want to look at strategic cuts that allow the team to run efficiently while preserving cash. For our clients, this is usually a mix of team, professional services, and travel. We also want to ensure that the resources kept are used efficiently. Each scenario gets its own financial mode where we map out cash flow, runway, and break-even points for 3, 6, and 12 months ahead. The command center for this? Fathom. We've been using Fathom since the beginning of Little Fish Accounting and it lets us build the scenarios in real-time with clients, showing exactly how each decision ripples through their financials. No more spreadsheet gymnastics or gut-feeling guesses. Ultimately, the founders who survive uncertainty aren't the ones with crystal balls—they're the ones with clear models and decisive action plans. And we're glad to be the builders 🧱