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AI & Models

Modeling & Simulation: Rule-Based AI for Accelerated Deployment

Our approach prioritizes:

  • Predictability,
  • Reliability, and
  • Interpretability

grounded in first principles.

Our rule-based systems offer transparent, regulation-ready models that don’t require vast datasets or lengthy validation cycles. Unlike data-intensive AI approaches, our models are built on deterministic insights rooted in physiology (Learn more about Therapeutic Areas).

Foundational Rule-Based AIFoundational Rule-Based AI

With a streamlined approach, our modeling and simulation (M&S) methods reduce development timelines, delivering actionable insights faster to enable quicker time-to-market for digital health solutions.

Digital twins


Learn more

In Silico Platform

Our AI-driven disease models, digital twins, and digital biomarkers serve as the backbone for innovation in both Digital Therapeutics (DTx) R&D and Smart Medications. By leveraging these tools, we enable a shift from generalized, ‘average patient’ treatments to highly personalized digital therapies, accelerating development while enhancing clinical outcomes.

Our in silico platform with virtual patient populations provides a dynamic foundation that bridges standard care with patient-specific interventions, enabling faster, more precise decision-making and setting a new standard for tailored digital health solutions.

In Silico PlatformIn Silico Platform

Digtal Biomarker Development

Example of Migraine Forecast Biomaker Validation SchemeExample of Migraine Forecast Biomaker Validation Scheme

Explore More

From Molecule to Human Behavior: A Systems Medicine ApproachFrom Molecule to Human Behavior: A Systems Medicine Approach

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