Kellanova built a real-time twin of Pringles dough on one line in Poland, and plans to scale it
The Wall Street Journal reported on August 5, 2026 that Kellanova, the Pringles maker acquired by Mars late in 2025, has spent four years and 4 to 5 million dollars building a real-time digital twin of the dough as it moves through one production line in Poland, working with an industrial technology partner. Sensors capture 200 data points every millisecond, an AI model runs simulations to predict how the chips will turn out and suggests adjustments such as the oil or water in the recipe, and operators make the call; Kellanova says the line shows a 10 percent improvement in quality and plans to extend it to Belgium and to the United States in 2027. Gartner analyst Evan Brown told the Journal that digital twins in manufacturing have "really taken off" in the last year and that most companies still keep a person on the final decision.
- 200 Data Points Captured By Sensors Every Millisecond On The Line
- $4 to $5 million Kellanova's Investment In The Project, Per The Journal
- 705 million pounds Of Pringles Produced Annually Across Three Factories
A manufacturing twin is upstream of the last mile, but it is where product variability enters the chain, and this one is built around the product moving, not the plant: 200 data points a millisecond, a model that predicts how the chip will turn out, and an operator who decides. The human-on-the-call design is the same choice Gartner's analyst describes across the sector, which makes it a fair question for any supplier proposing autonomy. The roll-out path, one line in Poland, then Belgium, then the United States in 2027, is the shape of a plan a buyer should ask to see, with the investment and the returns stated in the company's own numbers. Kellanova is owned by Mars, and the story is presented here as the company reported it.