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AI in CPG & Food: 10 real deployments

Named CPG & Food organisations and what they run, grouped by business function.

10deployments
9in production or with results
2with a reported outcome
0halted or reversed
Sep 28, 2026last updated

Forecasting & planning 5 deployments

Dude Wipes

Using Confido agentic platform for deduction resolution, trade spend, forecasting, and supply-chain ops in retail sales planning

In production Sep 25, 2026 Confido Source: alleywatch.com
Daisy

Using Confido agentic platform for deduction resolution, trade spend, forecasting, and supply-chain ops in retail sales planning

In production Sep 25, 2026 Confido Source: alleywatch.com
Kettle & Fire

Using Confido agentic platform for deduction resolution, trade spend, forecasting, and supply-chain ops in retail sales planning

In production Sep 25, 2026 Confido Source: alleywatch.com
Mars

Using Confido agentic platform for deduction resolution, trade spend, forecasting, and supply-chain ops in retail sales planning

In production Sep 25, 2026 Confido Source: alleywatch.com
Unilever

Using Confido agentic platform for deduction resolution, trade spend, forecasting, and supply-chain ops in retail sales planning

In production Sep 25, 2026 Confido Source: alleywatch.com

Research & analysis 2 deployments

Manufacturing & QC 1 deployment

Kellanova

Kellanova and Siemens run an AI-driven digital twin at a Polish Pringles plant that uses sensor data to continuously retune dough recipes as raw materials change.

Reported: Siemens says the deployment improved line performance by 10% without new hardware.

Results reported Aug 5, 2026 Digital Twin Composer Manufacturing and process AI Source: The Wall Street Journal

Marketing & content 1 deployment

L'Oreal

L'Oreal's CreAItech generative AI platform produces marketing assets, and a new OpenAI deal extends GPT models across content, commerce and discovery, including bringing Maybelline's ModiFace virtual try-on into ChatGPT and feeding up-to-date product data directly to OpenAI.

Reported: Production costs cut 40%; 50,000 marketing assets crafted.

Results reported Jun 19, 2026 CreAItech, ChatGPT, ModiFace Marketing and creative production Source: Digiday

Robotics & automation 1 deployment

KAFEA TERRA

Greek coffee producer KAFEA TERRA plans an industrial deployment this summer of Axl Imperial's MARK One dual-arm humanoid robot for palletizing, machine feeding, quality control, and material handling alongside human workers.

Every entry names the organisation and links its source. Outcome figures are quoted as reported, never estimated. Vendor announcements without a named customer are excluded. Halted and reversed deployments are kept on purpose.