Why Context Matters

Context makes AI
accurate

Without Roche-specific context, even the best language models guess. Grounding them in enterprise knowledge is what turns ambiguous requests into accurate, trustworthy answers — as the Apollo example below shows.

See the Apollo Example

The Importance of Context

The Apollo example illustrates how without Roche-specific context, a language model cannot correctly resolve ambiguity. The word "Apollo" means something very specific inside Roche — but without grounding, the model defaults to general knowledge.

Human spaceflight program NASA (general context)
Olympic god Greek mythology (general context)

Language Model

Roche Context

Internal data repository for Clinical and Real World Data. Specific enterprise context ensures accurate interpretation by AI.

Key insight: Specific enterprise context ensures accurate interpretation. When a model is grounded in Roche terminology, "Apollo" resolves correctly — eliminating hallucination and improving downstream AI reliability.