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Company

Kraft Heinz

Speakers

4

Activities

4

Speakers from Kraft Heinz

Talks & appearances

4 activities from Kraft Heinz speakers

Explore the digital transformation and AI-enablement driving manufacturing optimization at Kraft Heinz. Discover how our digital core and Digital Twin provide real-time recommendations to plant operators powered by Azure Arc and Microsoft Foundry. This customer-led session offers actionable insights for scaling AI across industrial environments, envisioning an autonomous future of manufacturing, and advancing toward a self-driven supply chain.

In this talk, we introduce a novel approach leveraging genetic algorithms to optimize both forecast stability and accuracy, creating a dynamically weighted ensemble that balances these competing objectives and delivering better accuracy than any single base model. By incorporating past model performance into our evolutionary framework, we iteratively evolve an ensemble that minimizes large forecast swings while maintaining or improving overall accuracy. We demonstrate how this method systematically adjusts model weights based on historical deviations and performance metrics, solving a key business challenge.