NetherlandsRetail and e-commerce2020 – ongoingIngka Group (IKEA)
AI demand sensing for store and product forecasting
Ingka reported a 5% improvement in forecast accuracy from demand sensing in Portugal
Problem
IKEA needed store-level product forecasts that responded to short-term changes in demand. Product availability depended on detecting those changes early enough to adjust plans.
Approach
Ingka worked with Inter IKEA Systems and Blue Yonder on AI demand sensing. A Norway pilot began in 2020. The technology incorporated signals such as campaigns and local weather into forecasts, while employees maintained input-data quality.
Results
Takeaway
Ingka reported a forecasting improvement in Portugal. It did not specify whether the 5% represented a relative change or percentage points.
Categories
- Size
- Large enterprise
- Industry
- Retail and e-commerce
- Business function
- Logistics and supply chain
- Innovation type
- Process innovation
- AI technology
- Predictive analytics and ML
- Adoption
- Partner co-development
- Evidence
- Company's own claim
Sources
Source summaries
Ingka described a demand-sensing project that began with a Norway pilot in 2020. It reported a 5% overall improvement in Portuguese forecast accuracy without explaining the calculation.
Full details are in the original sources.
