The AI Context Layer: The Missing Link in AI-Ready Data
Most commercial life sciences organizations have invested heavily in data. They have lakehouses, harmonized data feeds, and dashboard environments like Power BI, Tableau, and Snowflake that teams rely on daily. These tools already carry semantic models: metric definitions, schema relationships, and governed sources. The analytics infrastructure is real. Yet when they try to build AI on top of it, they hit the same wall: the AI doesn’t understand their business.