Consensus Forecasting: Getting Buy-In Across Teams
Sales thinks demand will be 20% higher. Operations thinks last year's numbers are right. Finance split the difference. Sound familiar? Consensus forecasting solves this.
· 6 min read
Demand Planning
Forecasting methods, accuracy, and planning demand across DTC, Amazon, retail, and wholesale. How to build a forecast you can actually order against, and how to tell when it is wrong.
How to Build a Rolling Forecast That Actually Gets Used
Static forecasts go stale. Rolling forecasts evolve with your business. Here's how to build a forecasting process that stays current and actually drives decisions.
· 6 min read
Statistical Forecasting Methods for CPG Brands
You don't need a PhD to use statistical forecasting. Here's a practical overview of the methods that work for CPG brands—and when to use each one.
· 6 min read
Demand Sensing vs. Demand Forecasting: What's the Difference?
Forecasting looks forward using historical patterns. Sensing looks at now using real-time signals. Understanding the difference—and when each matters—improves your demand planning.
· 5 min read
How to Forecast Demand for New Products
New products have no sales history—but you still need to decide how much inventory to buy. Here's how to build a reasonable forecast when you're starting from zero.
· 6 min read
The True Cost of Inaccurate Forecasts
Every forecast error has a cost—whether it's lost sales from stockouts or cash trapped in excess inventory. Here's how to quantify what inaccurate forecasting is actually costing your business.
· 6 min read
Weekly vs. Monthly Forecasting: Which Is Right for Your Business?
Some businesses need weekly forecasts to stay responsive. Others do fine with monthly. Here's how to decide which cadence fits your operations—and when to change it.
· 5 min read
How to Adjust Your Forecast for Promotions
Promotions spike demand—but how much? And what happens after? Here's how to adjust your forecasts for promotional events without getting whipsawed by the volatility.
· 6 min read
Seasonal Demand Forecasting: Planning for Peaks and Valleys
Holiday rush, summer slump, back-to-school surge—seasonal patterns drive significant demand swings. Here's how to see them coming and plan accordingly.
· 6 min read
Forecast Accuracy Benchmarks: What's Good Enough?
Perfect forecasts don't exist. But how accurate is accurate enough? Here's what good looks like for CPG brands—and why chasing the last few percentage points often isn't worth it.
· 6 min read
Multi-Channel Demand Planning: Managing D2C, Retail, and Wholesale
Each sales channel has its own demand patterns, lead times, and service requirements. Here's how to plan across all of them without losing your mind—or your inventory.
· 6 min read
How to Build a Demand Forecast Without a Data Science Team
You don't need a team of data scientists to build reliable demand forecasts. Here's how operations teams at growing brands can create actionable forecasts with the data they already have.
· 6 min read