AI fails in production when business context is stale, noisy, or conflicting. Learn how teams fix context gaps with fast retrieval and real-time data.

Snowflake's Horizon Context and Cortex Sense give agents a shared definition of business logic, targeting hybrid retrieval failures at the catalog layer.

AI reasoning models think harder, not smarter. See the five production failure modes and why context quality determines output—not model intelligence.

AI fails in production when business context is stale, noisy, or conflicting. Learn how teams fix context gaps with fast retrieval and real-time data.