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Journey
Ten years of AI for food systems.
From research lab to production platforms. Here's how PIPA got from 'AI could change food' to 'AI is changing food — here's the evidence.'
2015Origins
Greatness, from humble beginnings.
PIPA's first project is an omics analysis platform for high-performance clusters. The founding belief: by combining data, biology, and AI, it is possible to reinvent how the world understands the relationship between food and health.
2016Deep learning on proteomes
First-of-its-kind proteome reconstruction model.
A deep neural network framework predicts the proteins that lead to peptides that matter, producing surprising, actionable results for early clients. The technical foundation for later bioactive discovery work.
2017European expansion
DEUS EX MACHINA founded in Greece.
PIPA's sister company opens in Athens and Thessaloniki, anchoring European engineering and research talent. The start of a trans-Atlantic build-out of scientific and software capacity.
2018Mars partnership
Feline CKD prediction with Mars Inc.
Groundbreaking AI research with Mars leverages historical veterinary data to predict feline chronic kidney disease risk two years before onset — the foundation model for what becomes the RENALTECH diagnostic and the start of a decade-long AI collaboration with Mars.
2019Platform foundation
Foundation laid for PIPA's AI platforms.
Dozens of completed projects across CPG, ingredient, and life-science clients. Preparation begins for PIPA's first SaaS solution, informed by a growing internal data operations and bioinformatics capability.
2020LEAP launches
LEAP™ AI platform launches.
PIPA introduces LEAP — an AI platform accelerating R&D in health and nutrition through evidence synthesis and horizon scanning. The first commercial release of what becomes PIPA's scientific-intelligence layer.
2021Upwards and onwards
First 4,500 sqft office. ~30 associates.
PIPA moves into its first real office space. The team scales past 28 people across research, engineering, and commercial. The organization begins to look like the platform company it was aiming to be.
2022Novel bioactives
Novel bioactives discovery through AI.
Discoveries in novel bioactive compounds promoting healthy aging, oral health, and gut health, made possible through bioinformatics and AI models within PDAP. First foundational patents around semantic-network bioactive discovery granted. Mars rolls out its PHI research assistant — powered by LEAP — to Mars Associates.
2023Discovering premium ingredients
Ingredient Profiler introduced.
PIPA launches Ingredient Profiler, Powered by LEAP — giving ingredient teams a single view into a given ingredient's molecular composition, evidence base, health associations, and claim potential. The first purpose-built tool for premium ingredient positioning.
2024Healthier futures
Partnerships expand platform reach.
PIPA applies AI to advance health and sustainability. Partnerships with DMI and others expand platform reach, enabling brands to deliver tastier, healthier products with greater efficiency and innovation.
2025Connecting the dots
FIOS introduced. Digital Extruder Platform launches.
PIPA introduces FIOS — the Food Innovation Operating System supporting food innovation from concept to finished product — alongside a new line of SaaS products merging Agentic AI with Digital Twins. The Digital Extruder Platform is the first of its kind, applying AI and multi-physics modeling to connect ingredients, process parameters, and product performance in a single predictive workflow.
2026Today
Ten years in, and accelerating.
Partnerships across global CPG, ingredient, and nutraceutical leaders. Digital Oven and Digital Fermentor shipping; Digital Dryer in development. Co-branding partnerships with global equipment and ingredient leaders. The operating system for food innovation, scaling.
