Cervolve logo

The NeuroLipid Foundation Model for Neurodegeneration

Platform Preview

About Cervolve

Pioneering Lipid Neurobiology

The first AI-driven biotech platform focused on brain lipid function.

Cervolve is dedicated to decoding how lipids shape the human brain, turning an underexplored layer of neurobiology into new therapeutic strategies for neurodegenerative disease.

The Brain's Dark Matter

Lipids make up nearly half of the brain, yet remain largely untapped.

These molecules regulate core mechanisms of neurodegeneration. We transform complex lipid biology into actionable therapeutic targets across disease-relevant pathways.

Team

Built by founders across neuroscience, AI, and translation.

Eamon Fitzgerald, PhD portrait

Eamon Fitzgerald, PhD

Co-Founder, CEO

LinkedIn

A neuroscientist with over 12 years of experience in genetics and lipid biology. His research has directly led to a clinical trial for a lipid function modulator. He has authored 10 first-author publications in top-tier journals.

Dylan Mann-Krzisnik, M.Eng/PhD portrait

Dylan Mann-Krzisnik, M.Eng/PhD

Co-Founder, CTO

LinkedIn

An AI scientist with 8 years of experience in applied AI for life sciences. He earned his PhD at McGill University & Mila, where he developed state-of-the-art AI models for multi-omics and biological data integration.

Longitude Prize on ALS Discovery Award winner announcement

News

Cervolve selected as a Longitude Prize on ALS Discovery Award winner.

Cervolve has been named one of 20 Discovery Award teams selected from nearly 100 applicants worldwide. The award provides GBP 100,000 in funding and access to one of the largest ALS datasets assembled, including genomics and multi-omics data.

  • Advancing AI-driven discovery of new therapeutic targets for ALS/MND.
  • Exploring lipid biology as an underexamined driver of neuronal degeneration.
  • Collaborating with Espoir Biosciences and The Neuro Early Drug Discovery Unit.

The broader Longitude Prize on ALS will award GBP 7.5M through 2031 to accelerate patient-scale, multimodal discovery for neurodegenerative disease.

From Data to Therapeutics

Mapping lipid biology into precise therapeutic opportunities.

NeuroLipid Foundation

Our frontier AI model integrates multi-omics data, including genomics, transcriptomics, and imaging, to map lipid pathways across every biological scale of the brain.

Precise, De-Risked Innovation

Anchored in human genetics, our approach identifies new actionable sites on known targets and stratifies patients to accelerate the path toward clinical success.

Elite Multidisciplinary Team

Cervolve brings together world-class neuroscience research with cutting-edge AI expertise from Mila, combining more than 12 years of brain science with modern foundation-model development.

Pioneering a new era of lipid neurobiology for neurodegeneration

Human Brain Data OnlyProtein–Lipid InteractionsSpatial Cellular LipidomicsMRI-Derived FeaturesCross-Scale Multi-Omics Integration

Model