Demand Forecasting

Beyond extreme atmospheric events, weather can impact daily shopping behavior. NRF panel says these insights can be crucial for retailer and CPG brand executives alike.

Benchmarking today's consumer goods supply chain technology investments, priorities, and challenges

Ready to ace your CPG game? Delve into shelf science and master the art of product placement to boost revenue and consumer satisfaction. Learn to differentiate business critical store KPIs from vanity metrics, identify the weak links, and chalk out a retail execution plan that resonates best with your objectives.

AI demand planning optimizes for unconstrained demand and growth

Exploring unconstrained demand, challenges, and AI/ML solutions in CPG

Unilever is expanding its collaborative end-to-end supply chain model to key global customers after a successful Walmart Mexico pilot delivered on-shelf availability (OSA) rates of over 98%.

As part of its artificial intelligence exploration, Aldo has developed a demand forecasting machine learning model known as “Delphine” to help ensure inventory is available regardless of the channel, from in-store to TikTok Shop.

Heineken is investing in its ability to “mix and match” demand planning models as it builds out a connected supply chain.