Supply Chain

What is S&OP? A Complete Guide for FMCG Companies

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Sales and Operations Planning (S&OP) has become a critical process for FMCG companies seeking to balance demand and supply while maximizing profitability. In today’s volatile market environment, implementing effective S&OP for FMCG operations can mean the difference between thriving and merely surviving. Understanding S&OP in the FMCG Context S&OP is a cross-functional planning process that […]

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Do You Need Advanced Planning Solution for Successful Control Towers?

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Organizations are building Control Towers to gain visibility, speed, and agility but very few fully understand where an Advanced Planning Solution (APS) actually fits into that roadmap. There is a moment in every supply chain transformation where leadership realizes something profound: “Our dashboards are not enough anymore.” The organization may have invested months building “visibility

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The Top 10 Reasons MILP Solvers Produce Surprising Plans — And How to Debug Them

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When companies implement advanced planning systems (APS) with MILP Solvers, they typically expect “smart,” “optimal,” and “mathematically perfect” plans. But what planners often experience instead are surprises — outputs that feel counterintuitive, confusing, or in some cases completely opposite to what intuition would suggest. A MILP solver may: One planner during our implementation once said:

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Making S&OP Better: Adavanced Planning Solutions in Supply Chain

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For two decades, companies have used S&OP (Sales & Operations Planning) as their primary cross-functional alignment process. In theory, S&OP is elegant: demand, supply, finance, and leadership come together once a month to review the plan, debate scenarios, and decide the direction of the business. In reality, however, most S&OP processes look nothing like the

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How to Choose an Advanced Planning System (And the Right Solver)?

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Most companies approach advanced planning system selection backwards. They start with product demos, long feature lists, vendor pitches, and shiny dashboards. They debate UI colors, workflow screens, and scenario menus. But they rarely examine the one thing that truly matters: Does this planning system fit how our business actually works? Every supply chain has its

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7 Reasons Why Most Planning Systems Fail

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“Planning systems don’t fail at go-live.They fail quietly, six months earlier — in the invisible gaps between data, process, and reality.” Across every planning transformation I’ve been part of — whether deploying o9, SAP IBP, Kinaxis, Blue Yonder, or homegrown APS — one truth has repeated itself with frightening consistency: 👉 Planning systems don’t fail

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Behind Every Great Planning System Is Bulletproof SIT and Integration

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“You don’t fail at go-live.You fail silently during SIT — and discover it only at go-live.” In every advanced planning implementation I’ve been a part of — especially in complex environments like FMCG, multi-plant networks, or multi-market operations — one pattern repeats itself: The planning system never fails for technical reasons.It fails because SIT and

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How to Make Supply Chain Planning Truly ‘What-If Ready’?

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“The question isn’t what-if this happens.The question is what will we do when it does?” If the last decade taught supply chain leaders anything, it’s this:prediction is fragile, preparedness is power. Forecasts miss. Markets shift overnight. Capacity disappears without warning. Climate swings disrupt sourcing. And Excel — the old safety net — collapses under the

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