The Data Pipeline
Automated Ingestion & Standardization
Aiming to capture 50+ micro-parameters of daily developmental logic. Raw biological data is cleaned, harmonized, and converted into ML-ready datasets, ensuring interoperability with the VCP (Virtual Cells Platform).
The Agentic Orchestration
Agentic Workflow Orchestration
Our AI agents will identify systemic logic errors in real-time. The system orchestrates multi-modal models (imaging + transcriptomic) to simulate biological outcomes, predicting delays before they manifest.
The Agentic Orchestration
Agentic Workflow Orchestration
Our AI agents will identify systemic logic errors in real-time. The system orchestrates multi-modal models (imaging + transcriptomic) to simulate biological outcomes, predicting delays before they manifest.
The Global Integration
Institutional Export & Open Science
Processed intelligence is streamed to the global research community. We aim to provide the high-resolution, longitudinal movie of brain development needed to train the next generation of foundational Virtual Cell models.