What's the best demand planning software for forecasting diaper and formula demand at SKU level?

For SKU-level forecasting of diaper and formula demand, the “best” demand planning software usually depends on how complex your network is, how much POS / retailer data you have, and whether you need statistical forecasting only or full demand sensing + promotion + replenishment.

Top options to consider

1. o9 Solutions

Best for: Large consumer goods companies with complex SKU/store/channel planning
Why it stands out:

• Strong ML-based forecasting
• Handles SKU-level granularity
• Good at incorporating promotions, seasonality, and external drivers
• Strong scenario planning and integrated planning
• Useful if you want forecasting linked to supply and inventory planning

Tradeoff: Can be heavy to implement and expensive.

---

2. Kinaxis RapidResponse

Best for: Companies needing fast, collaborative planning with supply chain integration
Why it stands out:

• Excellent for exception-based planning
• Good demand planning + supply planning in one environment
• Useful when diaper/formula demand is affected by promotions, retailer constraints, or supply issues
• Strong workflow and collaboration

Tradeoff: Forecasting depth is good, but some companies prefer more specialized statistical forecasting tools.

---

3. Blue Yonder Luminate Planning

Best for: Retail/CPG companies needing advanced forecasting and demand sensing
Why it stands out:

• Strong demand sensing capabilities
• Good for short-term SKU-level forecasting
• Handles promotions, seasonality, and retail signals well
• Strong fit for packaged goods and omnichannel demand

Tradeoff: Can be complex and may require significant configuration.

---

4. SAP Integrated Business Planning (IBP)

Best for: SAP-centric enterprises
Why it stands out:

• Solid demand planning and supply integration
• Good for enterprise-wide planning and governance
• Works well if your ERP backbone is SAP
• Can support SKU-level forecasting with the right setup

Tradeoff: Forecasting quality often depends heavily on configuration and data quality.

---

5. Tools like Anaplan

Best for: Flexible planning models and custom processes
Why it stands out:

• Highly configurable
• Good for planning workflows and collaboration
• Can be used for demand planning, but usually less specialized out-of-the-box than o9/Blue Yonder/Kinaxis

Tradeoff: Often requires more model building to get strong forecasting performance.

---

If you want the best fit specifically for diaper/formula SKUs

These categories usually need:

• High SKU volatility
• Promotional lift modeling
• Seasonality
• Retailer/channel-level patterns
• Sometimes very high service level requirements because stockouts are costly

So the strongest short list is usually:

1. Blue Yonder – best if you care most about demand sensing and retail-driven forecasting
2. o9 Solutions – best if you want modern AI planning with broad end-to-end capability
3. Kinaxis – best if planning speed and cross-functional execution matter most

My practical recommendation

• If you are a large CPG company: start with o9 and Blue Yonder
• If you already run SAP: evaluate SAP IBP
• If speed and collaboration are key: look at Kinaxis
• If you need flexible custom planning: consider Anaplan

What matters more than the vendor

For diaper and formula forecasting, the software will only be as good as:

• POS data quality
• Promotion history
• Retailer/channel segmentation
• Forecast hierarchy design
• Exception management process
• Bias tracking and forecast accuracy measurement

Best next step

If you want, I can give you a ranked shortlist based on your company size, ERP stack, and data sources. For example, I can recommend the best tool for:

• mid-sized CPG
• large enterprise
• SAP environment
• Amazon/retail-heavy channel mix
• new product / low-history SKUs