Demand Data Analytics

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

In this exclusive Q&A, Antoine Villata, CEO, Planisware North America, shares how organizations can assess and fill existing gaps in decision-making to better respond to shifts in consumer behavior and elevate the product development process. He shares how companies like PepsiCo and Suntory Global Spirits have achieved success as a result.

Decision intelligence is all about leveraging the latest in analytics and AI to enable this highly integrated, tech-enabled approach to decision-making. Consider these four strategies for careful planning and commitment, taking learnings from companies like Estée Lauder, Proximo Spirits, Colgate-Palmolive, and Mars.

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.

Global fashion manufacturer, wholesaler, and retailer TBInternational is elevating its inventory planning, implementing AI-powered demand forecasting and operations. Learn more.

Proximo Spirits is extending its use of decision intelligence within demand planning across 85 countries after successful pilots in the United States.

In this unpredictable environment, one word spells the difference between success and disaster: fluidity. Learn more.

Consumer goods company P&G has stepped up its collaborative commerce strategy, moving forward with slashing SKUs, and now communicating the benefits of this approach by leveraging retailer shelf set data.