The Standard Model: a unified patient representation

Predict patient outcomes. De-risk clinical development.

The Standard Model is a multimodal foundation model that integrates genomics, EHR, imaging, and molecular data into one patient-level representation — for responder prediction, stratification, and endpoint modeling.

A foundation model of patient trajectory.

The Standard Model learns dynamical patient state from multimodal biomedical data, unlike a typical LLM that learns to predict next tokens. This approach is enabled by architectural innovations and a compounding data advantage.

We partner with clinical development leaders at top biopharmas. As a model company, we enable internal teams to build capabilities on proprietary data to address unique use cases.

+4.6% AUROC over task-specific EHR models 26× higher correlation on cancer gene-expression prediction

Diagram of the Standard Model — multimodal data across scales integrated into a unified patient representation.

Built by experts from

Bristol Myers Squibb logo
AbbVie logo
Genentech logo
MD Anderson Cancer Center logo
Stanford logo
Sanofi logo
MIT logo
Yale logo
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We’re a technical team with a history of delivering state-of-the-art foundation models.

We build AI capabilities for clinical development teams at top biopharmas, powered by our foundation model.

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