Foundation
models for the
human cell
Somite.ai is transforming cellular biology into an engineering discipline, harnessing AI to usher in a new age of human repair.
We're taking a full-stack approach to cell engineering: Generating data, training foundation models, and developing therapeutic assets.
// Approach
1,000x more data to unlock developmental biology.
Using a first-of-kind combinatorial cell signalling system and novel high-throughput single-cell sequencing, we are generating the world's richest data set for cell differentiation. This proprietary data stream powers DeltaStem™, our machine-learning platform, to rapidly identify and optimize protocols for cell therapy applications.
// Why cell therapy
The promise of cell replacement therapy:
Most diseases involve cellular failure. Cell therapy replaces missing, damaged, or malfunctioning cells to treat or cure medical conditions. Advances in stem cell research have unlocked new methods for the production of a small fraction of human cell types. Recent clinical trials with these cells have demonstrated profound impacts on patients across multiple life-altering conditions.
Current challenges:
Production of the vast majority of human cells remains elusive. Existing protocols vary in efficiency, scalability, and robustness. Current cell differentiation techniques have taken decades to develop because their discovery has relied primarily upon manual, iterative, trial-and-error based lab procedures.
Solving with AI:
Somite is learning the language of cell signalling and transforming developmental biology into a compute-bound engineering challenge. We're training large-scale models with unmatched predictive power, and using these models to discover, refine, and optimize high-impact applications in cell therapy.
// Applications
There are a wide range of conditions that involve a loss of functional cell populations. These could all be treated by cell replacement therapy.
Metabolic diseases (e.g. Diabetes, Obesity, MAFLD - including NASH)
Brown adipocytes
Muscular dystrophies (e.g. Duchenne's, FSHD), incontinence and muscle injuries
Satellite cells
Neurological disorders (e.g. Parkinson's)
Dopaminergic neurons
Connective tissue syndromes (e.g. Hypermobility, EDS)
Connective tissue
Severe burns
Dermis
// Meet the Team
Micha Breakstone, Ph.D.
CEO and Co-Founder
Jonathan Rosenfeld, Ph.D.
CTO and Co-Founder
Olivier Pourquie, Ph.D.
Scientific Co-Founder
Allon Klein, Ph.D.
Scientific Co-Founder
Cliff Tabin, Ph.D.
Scientific Co-Founder
Jay Shendure, M.D., Ph.D.
Scientific Co-Founder
Carl Morris, Ph.D.
Chief Scientific Officer
Kristy J. Brown, Ph.D.
SVP Translational Development
Shai Kivity
VP Operations & Strategy
// Scientific Advisory Board
David R. Walt, Ph.D.
Wyss Institute at Harvard
Brenda Wong, M.D.
University of Massachusetts
Agnete Kirkeby, Ph.D.
University of Copenhagen
Paul Cohen, M.D., Ph.D.
Rockefeller University
Jacques P. Tremblay, Ph.D.
Université Laval
Louis M. Kunkel, Ph.D.
Harvard Medical School
Peter Zandstra, Ph.D.
University of British Columbia
Kendra Harris, M.D.
// Science