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Genie readiness is a modeling problem, not a prompt problem

· 6 min read
Sai Prudhvi Neelakantam
Senior Consultant, Data Engineering & AI at Evidi

Teams ask how good the data needs to be before conversational analytics helps. The honest answer: good enough that a careful analyst would trust the same tables without a chat UI.

Prompts cannot rescue ambiguous grain, cryptic column names, or missing relationships.

Lakehouse analytical surface

Figure 1. Conversational tools sit on top of curated analytical structures. Source: Microsoft Learn: lakehouse overview.