Turn demand uncertainty into a supply chain advantage.
Demand Forecasting
Crunch Analytics builds demand forecasting solutions that fit your business, not just your data. Models that improve continuously, account for how you actually operate, and give your team forecasts they can act on.
- Fewer stockouts on your regular movers
- Less safety stock at the same service level
- Forecasts that keep improving on your own data
- Live in days, not months
What Better Demand Forecasting Delivers
Full shelves, fewer write-offs
Reduce stockouts on your regular movers and avoid sitting on excess inventory at the end of the season.
Working capital back in your hands
Safety stock is directly tied to forecast error. Cut the error, and you cut the buffer you need to carry.
Production and procurement in sync
For manufacturers, better demand forecasting means fewer last-minute rushes, less production downtime, and raw materials arriving when you need them.
Promotions built on a solid baseline
You can't measure uplift without an accurate baseline. Better forecasting is the foundation of smarter promotional planning.
How Our Demand Forecasting Model Works
Demand classification
Every SKU classified by demand type before a single model is built: smooth, intermittent, erratic, or lumpy. The right forecasting approach for the right product, not one size across your entire assortment.
Built around your business
Correcting for lost sales so the model doesn't learn from stockout periods where demand was recorded as zero. Product chaining so new or reformulated SKUs inherit the history of their predecessors. External signals (promotions, public holidays, weather) incorporated where data is available.
Probability, not just point estimates
A single forecast number hides the risk. Ranges and confidence intervals replace false precision, so your team can plan for variability, not just the average.
Continuous and accountable
The model retrains automatically as new data comes in. Performance is tracked end to end. You always know whether the forecast is improving, and where it isn't.
Why Our Demand Forecasting Solution Works in Practice
Our solution isn't built on standard models you adapt to your data. It's built around how your business actually works.
- Tailored: Models adapted to your specific business characteristics, not a generic off-the-shelf solution.
- Nuanced: Probability-based output, not averages. Better decisions start with understanding the range, not just the middle.
- Specific: Aligned to the operational processes your team actually uses. A forecast no one acts on isn't a forecast. It's a report.
- Granular: Predictions at the SKU level, automatically aggregated to any category, channel, or region you care about. The same model powers the operational team's daily decisions and the commercial team's monthly review.
