Grai Matter provides technology-enabled capabilities and services to healthcare and life sciences organizations to support their transitions to AI-driven transformation. These capabilities and services include: (1) Data Development (e.g., data de-identification, structuring of unstructured data, including physician notes) (2) Modeling and Learning (e.g., continuously learning digital twins of patients, organizations, and systems), (3) Continuous Structured Experimentation (so that the client learns and adapts as data and circumstances evolve), (4) Market Surveillance (e.g., helping clients stay abreast of and adapt to the external environment, and (5) Ecosystem Management (helping organizations collaborate and share data).