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global supply chain
February 3, 2026

The Value of a Data-Driven Approach to Demand Sensing and Forecasting

Special Guest Blog Post written by Chris Cunnane with InterSystems   Demand sensing and demand forecasting are both crucial aspects of optimizing supply chains, but they do have slightly different functions in their approach and focus. Demand sensing uses real-time data and analytics to identify and respond to immediate demand fluctuations, while demand forecasting uses historical data to predict future demand over a longer period (months or years). Different methods, such as statistical modeling and machine learning, are used to enhance the accuracy and adaptability of these processes. Both areas are crucial for companies when it comes to projecting sales, managing inventory, and coordinating replenishment. In the end, the goal is to accurately predict customer demand by using predictive models to forecast future demand. InterSystems surveyed 450 senior supply chain practitioners and stakeholders to examine key supply chain technology challenges, trends, and decision-making strategies across five key use cases: fulfillment optimization; demand sensing and forecasting; supply chain orchestration; production planning optimization; and environmental, social, and governance (ESG). This blog focuses on demand sensing and forecasting.   Current State of Demand Sensing and Forecasting According to the survey results, when asked how they currently forecast demand, 36% of respondents indicated that…
supply chain planning
January 13, 2026

Lyric’s Stephen Musciano on Why the Plan Is “Dead on Arrival” — and Why Supply Chain Must Flip the Script

At the Gartner Supply Chain Planning Summit in December 2025, Scott Luton sat down with Stephen Musciano, a former practitioner turned technology leader who now helps transform supply chain organizations through Lyric—a fast-growing, math-first, AI-native platform redefining what supply chain technology can be. Musciano, who began his supply chain career at companies such as New Balance and Under Armour, brings both real-world execution experience and deep technical vision to his work. That mix is central to what makes Lyric—and its philosophy—stand apart.   Lyric: A Platform, Not a Point Solution Musciano described Lyric as fundamentally different from traditional vendors. Rather than offering a single application or fixed module suite, Lyric provides a true supply chain platform in Lyric Studio—one built from composable, no-code building blocks that allow companies to create exactly what they need. “Think Legos,” Musciano explained. “We’re not selling you a car or a house. We give you the blocks so you can build what your supply chain truly needs. We might even give you a starter kit but the configuration and molding it to fit your business and your problem is where the magic happens.” Lyric Studio is intentionally designed centered on non-technical practitioners—people like “Maria,” Lyric’s…