We build AI systems that power how food, nutrition, and ingredient companies develop products — from discovery through manufacturing and commercialization. Making the planet and people healthier, one product at a time.

FIOS powers how products get developed. LEAP powers the science behind every ingredient decision. Each platform is tailored for its own purpose, drawing on PIPA's foundational research in AI, physics, and chemistry.
Food, beverage, ingredient, and supplement companies use PIPA platforms to develop better products, faster.



PIPA platforms are in active deployment with global R&D teams. Here's what "faster, cheaper, better" looks like in numbers.




















Product releases, customer stories, and commentary from the team.

Eric Hamborg reflects on FFT’s AI Innovation Lab and the palpable shift in how CPGs are embedding AI systems in R&D

Scientists are uncovering thousands of hidden compounds in our food and connecting them to health through AI

Read how AG1 leverages AI to accelerate science-led food product development and innovation
Most AI-for-food platforms are pure machine learning. Most simulation platforms are pure physics. Each PIPA platform combines four modeling approaches into its predictions.
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