Demand Forecasting & Planning in Food & Beverage Supply Chain

This evidence set isolates Demand Forecasting & Planning deployments within Food & Beverage Supply Chain. The records below identify the implementing organization, technology and vendor when reported, source-reported results, cited source, and missing evidence explicitly.

Documented Demand Forecasting & Planning implementations in Food & Beverage Supply Chain

N

Nestlé

Nestlé deploys AI demand-sensing to improve supply chain forecasting and inventory allocation

Food & Beverage Supply ChainDemand Forecasting & PlanningMachine Learning & Predictive Analytics

Reported result:

Not reported by source

Deployment timeframe:

Not reported by source

Technology:

Machine Learning & Predictive Analytics

Vendor:

Not available in record

Cited source: aiexpert.networkSource link checked Jul 28, 2026Automated evidence gate passed

K

Kraft Heinz

Kraft Heinz builds KraftGPT generative AI assistant for real-time employee product sales insights

Food & Beverage Supply ChainDemand Forecasting & PlanningLarge Language Models & Generative AI

Reported result:

Not reported by source

Deployment timeframe:

Not reported by source

Technology:

Large Language Models & Generative AI

Vendor:

Not available in record

Cited source: www.consumergoods.comSource link checked Jul 28, 2026Automated evidence gate passed

W

Wawa

Wawa deploys AI forecasting across 1,100 stores to reduce fresh food spoilage

Food & Beverage Supply ChainDemand Forecasting & PlanningMachine Learning & Predictive Analytics

Reported result:

1,100 locations covered at launch Store Footprint

Deployment timeframe:

Not reported by source

Technology:

Machine Learning & Predictive Analytics

Vendor:

Not available in record

Cited source: www.traxtech.comSource link checked Jul 28, 2026Automated evidence gate passed

U

Unilever

Unilever boosts Walmart Mexico on-shelf availability above 98% with proprietary AI supply chain model

Food & Beverage Supply ChainDemand Forecasting & PlanningMachine Learning & Predictive Analytics

Reported result:

Over 98% On-Shelf Availability (OSA) Rate

Deployment timeframe:

Not reported by source

Technology:

Machine Learning & Predictive Analytics

Vendor:

Not available in record

Cited source: www.consumergoods.comSource link checked Jul 28, 2026Automated evidence gate passed

B

Bimbo Bakeries USA

Bimbo Bakeries boosts forecast accuracy by 30% with Zebra AI-powered demand intelligence

Food & Beverage Supply ChainDemand Forecasting & PlanningMachine Learning & Predictive Analytics

Reported result:

Up to 30% Forecast Error Reduction

Deployment timeframe:

Not reported by source

Technology:

Machine Learning & Predictive Analytics

Vendor:

Not available in record

Cited source: www.supplychainbrain.comSource link checked Jul 28, 2026Automated evidence gate passed

N

Nestlé

Nestlé cuts inventory safety stock 14–20% by automating demand-driven forecasting with SAS

Food & Beverage Supply ChainDemand Forecasting & PlanningMachine Learning & Predictive Analytics

Reported result:

14–20% Inventory Safety Stock Reduction

Deployment timeframe:

Not reported by source

Technology:

Machine Learning & Predictive Analytics

Vendor:

Not available in record

Cited source: supplychaindigital.comSource link checked Jul 28, 2026Automated evidence gate passed

Kraft Heinz

Kraft Heinz achieves all-time high demand forecast accuracy with 25% inventory reduction using o9 Solutions AI

Food & Beverage Supply ChainDemand Forecasting & PlanningMachine Learning & Predictive Analytics

Reported result:

25% Excess Inventory Reduction

Deployment timeframe:

Not reported by source

Technology:

Machine Learning & Predictive Analytics

Vendor:

o9 Solutions

Cited source: o9solutions.comSource link checked Jul 28, 2026Automated evidence gate passed

D

Danone

Danone reduces forecast error 20% and lost sales 30% with ToolsGroup machine learning demand planning

Food & Beverage Supply ChainDemand Forecasting & PlanningMachine Learning & Predictive Analytics

Reported result:

20% reduction (accuracy to 92%) Forecast Error Reduction

Deployment timeframe:

Not reported by source

Technology:

Machine Learning & Predictive Analytics

Vendor:

Not available in record

Cited source: www.bestpractice.aiSource link checked Jul 28, 2026Automated evidence gate passed

U

Unilever Ice Cream

Unilever Ice Cream improves forecast accuracy 10% with AI weather-driven demand planning

Food & Beverage Supply ChainDemand Forecasting & PlanningMachine Learning & Predictive Analytics

Reported result:

10% (Sweden) Forecast Accuracy Improvement

Deployment timeframe:

Not reported by source

Technology:

Machine Learning & Predictive Analytics

Vendor:

Not available in record

Cited source: www.unilever.comSource link checked Jul 28, 2026Automated evidence gate passed

M

METRO

METRO deploys RELEX Solutions AI forecasting and replenishment across 540 stores and 70 DCs to reduce fresh food waste

Food & Beverage Supply ChainDemand Forecasting & PlanningMachine Learning & Predictive Analytics

Reported result:

540 Stores covered

Deployment timeframe:

Not reported by source

Technology:

Machine Learning & Predictive Analytics

Vendor:

Not available in record

Cited source: retailtechinnovationhub.comSource link checked Jul 28, 2026Automated evidence gate passed

Unnamed Global Brewer (one of the world's largest brewers)

Global Beer Leader achieves 10% forecast accuracy boost by replacing SAP APO with o9 AI-powered planning

Food & Beverage Supply ChainDemand Forecasting & PlanningMachine Learning & Predictive Analytics

Reported result:

10% improvement Forecast Accuracy

Deployment timeframe:

Not reported by source

Technology:

Machine Learning & Predictive Analytics

Vendor:

o9 Solutions

Cited source: o9solutions.comSource link checked Jul 28, 2026Automated evidence gate passed