Scenario Planning in an Age of AI: Best Practices
In a world of accelerating technological advancement and increasing uncertainty, scenario planning is still one of the most powerful strategic tools we have. But the advent of AI, in particular generative and predictive models, changes both the way we build scenarios and the way we stress-test them. Again, robustness in the age of AI is […]
Predicting Demand vs Shaping Demand: When to React, and When to Lead or Create New Markets
Introduction: The Two Sides of Market Foresight All successful businesses confront a basic strategic question: Should we forecast what customers will want next, or should we create what they want? In the era of big data and predictive analytics, firms are highly proficient at predicting demand. Algorithms can identify trends, examine patterns of search, and […]
Organizing for Uncertainty: Agile Strategy and Decision Loops
Introduction: Strategy in a World That Refuses to Sit Still Strategy once meant long-term direction and steady plans. Executives gathered annually, looked at market information, established goals, and acted predictably. But in a world characterized by disruption—technological, geopolitical, environmental, and cultural—stability is the exception, not the rule. Today, uncertainty is ongoing. Markets change overnight, algorithms […]
Measuring Strategic Success: KPIs for Foresight and Innovation: What Metrics to Track and How to Measure ROI of Foresight
Introduction: The Measurement Challenge Every CEO knows the strength of numbers. What gets measured gets managed. However, in the context of strategic foresight and innovation, measurement is a problem. How do you measure the worth of seeing change coming before it even occurs? How do you measure the ROI of insights that will not return […]
Leadership in Data-Informed Decision Making: The Mindsets and Behaviors That Power Better Strategy
Introduction: Leading in the Age of Intelligent Uncertainty Today’s leaders have more information at their disposal than ever before in history. Dashboards, algorithms, and AI models provide a virtual real-time stream of insight. And paradoxically, decision-making still has not necessarily gotten better. Companies continue to make consequential decisions based on intuition, politics, or stale assumptions. […]
Integrating Qualitative & Quantitative Data in Strategy: Striking the Right Balance
In a world where there is more data than you can shake a stick at, strategic choices are most often informed by two equally robust engines of quantitative metrics (e.g., web analytics, KPIs, usage stats, A/B test results, dashboards) paired with qualitative insights (e.g., client interviews, open-ended survey answers, ethnographic observation). On their own, each […]
How to Use Forecasting Models Without Being Overwhelmed by False Positives: Dealing with Noise, Overfitting, and the Art of Filtering Signal from Chaos
Introduction: The Paradox of Prediction Leaders in a world dominated by data turn to forecasting models to guide them through uncertainty, whether anticipating market trends, consumer demand, or geopolitical shifts. But as the amount of data and algorithms’ complexity increases, so does a subtle issue: false positives. These are the ghost signals that resemble significant […]
How to Build Organizational Foresight Capability: Culture, Role of Leadership, and Investing in Skills
Introduction: Why Foresight is No Longer Optional The world moves at a pace never before seen. New technologies arise overnight, global supply chains can be disrupted within weeks, and social values can evolve within months. Traditional strategy processes, annual planning, fixed forecasting, and five-year roadmaps struggle to keep pace in this reality of volatility. This […]
From Data to Action: Operationalizing Insights from Strategic Foresight: How to Translate Foresight Insights into Strategy and Execution
Introduction: Connecting Theoretical Futures With Evidence-Based Execution Many organizations are investing in strategic foresight and effort, scanning signals, tracking trends, and thinking about different future scenarios. Foresight is an important tool for assessing uncertainty and risk. Nevertheless, foresight programs are often constructed only to become beautiful reports to put on the shelf. It is not […]
Forecasting the Future of Work and Skills: What Strategic Decisions HR Should Be Making Now
Introduction: The Workforce Is Being Rewritten The future of work isn’t coming someday; it’s happening today. Remote working, AI-driven automation, and fast digital change have forever redefined how organizations function and how individuals construct careers. HR leaders are at the epicenter of this shift. Their job is no longer to focus on managing headcount or […]