Generative BI6 min read
Ensuring Accurate AI Analytics in Generative BI Semantic Layers
Enterprises embed generative AI into BI stacks by exposing a semantic layer that turns natural-language prompts into SQL-like queries.
- Design for AI misinterpretation caused by ambiguous semantic model definitions.
- Gate contract publish on validator + eval set before users see metrics.
- Measure drift and reconstructability of metric definitions, not only query latency.