Pharmaceutical Manufacturing Data Model and CMC Ontology:
Establishing Semantic Efficiency
Explore recent advancements in accelerating development in biopharmaceutical manufacturing we recently presented at BioIT 2024. With a keen focus on data structures and CMC ontologies that fuel GenAI models, the promise to accelerate insights based off large language (LLM) models is here.
- The importance of standardizing data models, ontologies terminology, and data structures.
- The role of ontologies as a functional structure to store and describe a wide range of manufacturing modalities and their interrelationships.
- The potential of leveraging manufacturing ontologies for data integrity and validation, semantic integration, inference, and reasoning.
- How Gen AI can further reduce the time it takes to find relevant information and generate actionable insights from the data.
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