Semantic layer inconsistencies become hidden AI risk for finance firms
Snowflake warns that mismatched definitions in a financial services’ semantic layer let AI models silently misinterpret data, creating drift and governance gaps. Without shared conceptual standards, models can produce confident yet wrong outputs, exposing firms to compliance and operational risk.