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In an era of relentless market shifts, a "good guess" is no longer a viable strategy for supply chain leaders. At Valtitude, we recognize that moving from reactive firefighting to proactive planning requires more than just a software license—it requires the precise engineering and implementation of a robust digital core. As specialists in SAP Integrated Business Planning (IBP), we [...]

Machine Learning is no longer a future concept! Focusing on how it’s revolutionizing demand planning, machine learning (ML) has become a powerful tool for businesses. This shift lets ML spot real-world trends, automate decisions, and personalize experiences. Accurate demand planning is critical in today’s fast-changing markets, and traditional forecasting methods often require additional tuning to achieve the best fit. [...]

Do you want to forecast by exception? Segmentation goes beyond mere Pareto analysis; it requires a consensus-driven process with buy-in from both Sales and Supply Planning. The 80/20 rule is handy, but only focusing on top sellers can miss risky, unpredictable SKUs that disrupt your supply chain. True segmentation means prioritizing based not just on volume, but also on [...]

Join us in March 2026 for an engaging Live Online Workshop focused on Demand Planning for S&OP. This intensive three-day event is designed to equip you with the skills necessary to transform your supply chain through effective demand planning. Accurate demand forecasting not only reduces inventory costs but also enhances customer service levels, creating a leaner, customer-centric supply chain. [...]

New product forecasting is always a challenge for most organizations. FMCG and Food & Beverage companies, in particular, experience this frequently — sometimes as often as twice a year. Ironically, most planners rely on manual forecasts that are numerically entered directly into the system, typically sourced from a brand manager responsible for the category. At times, this could be [...]

Effective supply chain management demands both efficiency and precision. At Valtitude, we combine SAP Integrated Business Planning (IBP) with a sophisticated segmentation algorithm to classify products and the product-customer matrix. This structured approach enhances both demand modeling and inventory strategies, helping our clients meet market demands while optimizing resources. Strategic Segmentation for Better Planning Our proprietary algorithm segments products [...]

Imagine a world where supply chains work like a dream — where demand stays consistent, suppliers always deliver and everything proceeds as planned. Unfortunately, that’s not the real world we live in. In reality, companies are constantly having to deal with more unpredictable shifts — a sudden surge in demand, an unforeseen delay, sometimes even a global disruption like the COVD-19 [...]

US tariff increases during Trump second presidency rose to 27%, the highest ever level over a century. The average tariff rate previously has been 2.5% till January 2025. This enactment of series of steep tariffs instantly made the global and share market to go unstable and created a havoc like situation globally. The steep increase impacted all the good [...]

Continuing on our discussion of Demand Consensus, I want to contrast Demand Consensus and Demand-Supply resolution. Here is our model of the monthly S&OP Cycle. S&OP Planning Cycle from week 1 thru Week 5 starts with KPIs and Statistical Demand Baseline in the first week and ends with the Executive S&OP Meeting in Week 5. In week 1, Demand [...]