Tapiwa Mukwashi

Six industry leaders reveal how to build data agility—and why it’s the key to competitive advantage. Most teams spend 70–90% of their time preparing data—not analyzing it. By the time data is ready for analysis, the market has moved. Opportunities vanish. Competitors act. One company nearly built a $400M facility 550 miles from the optimal location. The cost of that mistake would have been $2 billion over the plant’s lifetime. They caught it with always-on data analytics. Would you? “In uncertainty-driven environments, expanded analytical capacity translates directly to resilience. Organizations that can model more futures make more informed commitments.” Download the white paper to discover: Why data—not talent or technology—is the real bottleneck How leading organizations are building reusable data infrastructure that cuts prep time by 80% What data agility unlocks: faster refreshes that deliver savings now, coverage across every business and region, and the capacity to finally tackle cost-to-serve, risk analysis, and inventory optimization The shift from ad-hoc projects to always-on decision-making capability Featuring insights from veterans of Cargill, Nestlé, McKinsey, and more. DOWNLOAD NOW

Special Guest Blog Post from e2open From demand sensing to dynamic allocation, here’s how leaders turn peak season logistics into profit   Call it Q4, The Golden Quarter, or Peak Season—it’s the 100-day sprint through fall and winter holidays where profits soar, plans tighten, and one slip leaves you scrambling through January. Across peak season logistics, most companies obsess over outbound speed. Yet the real winners are brands that master inbound logistics flow months earlier. Getting the right inventory to the right locations isn’t glamorous, but it’s where the margins live. Every peak season playbook demands strategic evolution. Rerun last year’s strategy this quarter and you’ll sink—unless you’ve built sophisticated inbound logistics capabilities, airtight supplier partnerships, and precise forecasting to anticipate market shifts. With the right strategy, you can stride into the Golden Quarter. That means: Smarter forecasting that detects demand shifts before they hit Sharper allocation that puts inventory exactly where it’s needed Replenishment planning that maintains flow under pressure On Time in Full (OTIF) execution that keeps products moving and shoppers happy In peak season, accuracy wins. Miss inbound positioning, and your bottom line misses too.   Inbound planning: The difference between stockouts and sales Golden Quarter demand…