FMCG Insights

Practical thinking for consumer goods planners

Articles on demand planning, trade promotion, IBP, and AI from the CauSelf team.

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IBP Done Right: Why Best-of-Breed Beats One-Size-Fits-All
True IBP excellence doesn't come from a monolithic suite. It comes from purpose-built tools β€” like CauSelf and your supply chain planning tool β€” designed to be exceptional in their domain and to work seamlessly together.
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Why Legacy Planning Systems Can't Support AI (And Why CauSelf Was Built Different)
42% of companies scrap AI initiatives. The problem isn't the modelβ€”it's the architecture. Learn why AI-native platforms actually ship.
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Why Big-Bang Planning Systems Fail (And Why Agile Wins)
45% budget overruns, 7% schedule slippage, 56% less value. Learn why rapid 12-16 week increments are the antidote to big-bang IT project risk.
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Why Demand Planning Should Be a Finance Function
Only 20-25% of CPG companies link demand planning to P&L. Discover why finance leaders need visibility into profitability by SKU, channel, and scenario.
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Why Only 1 in 5 Consumer Goods Companies Use Data Science
Despite AI hype, adoption remains low in CPG. Discover why teams struggle with data science, and how CauSelf turns complexity into clarity for better decisions.
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Supply Chain Resilience Is Agility in Demand Planning
Resilience isn't about holding more stock β€” it's about planning with agility. Discover how integrated demand, trade, and financial planning drives supply chain resilience.
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You're Paying for Scan Data But Not Using It
Most FMCG companies spend $200K+ annually on scan data but only analyse a fraction. Discover how to unlock hidden insights and turn data into decision-ready intelligence.
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How Close Are You to a Spreadsheet Catastrophe?
Most companies live with hundreds of small spreadsheet disasters every month. Discover why spreadsheet chaos erodes performance β€” and how to fix it without losing flexibility.
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Make Chasing Your Budget the Hidden Key to Forecast Accuracy
Why accurate budget tracking drives better demand forecasts. Discover how sales and demand planning can work symbiotically to hit targets and improve forecast accuracy.
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The Evolution of Demand Planning: Bridging the Great Disconnect
Why sales teams and demand planners have been talking past each other for 30 years β€” and how the tool design is the root cause, not the people.
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Beware the Dodgy Prediction
Overfitting is the statistical equivalent of an octopus predicting the World Cup. Here's how to spot it in your FMCG forecast models β€” and what to do about it.
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Data Science: The Slow Uptake
Even Fortune 1000 companies with $50M+ data budgets are struggling to build a data culture. What does that mean for mid-market consumer goods companies standing at the edge of the chasm?
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It Sounds Good, But I Don't Have the Data!
Most businesses have more usable data than they think. Here's how CauSelf analyses up to 20 causal factors β€” including freely available public data β€” to improve forecast accuracy.
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Causal Modelling Shouldn't be Hard
Why the most powerful forecasting technique in FMCG is also the most misunderstood β€” and how to make it practical for your team.
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Data Cleansing and Model Generation
The unglamorous work that separates a forecast model you can trust from one that looks good in a slide deck but fails in practice.
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Where Forecasting Fails
The five most common failure modes in FMCG demand forecasting β€” and why fixing them doesn't require a new system, just a better approach.
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Speed to Implement is Critical
Why implementation time is the most underrated variable in choosing a planning platform β€” and how 8–13 weeks changes the ROI calculation entirely.

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