AI agents may promise 20-fold productivity gains but without a strong data foundation, the risks outweigh the rewards.

AI-generated code may compile, but without strict type safety that success is extremely short-lived. Type safety is the guardrail that stops fragile code from rotting into hidden bugs and runtime ...

Enterprises have invested heavily in platforms like Snowflake and Databricks to unify both storage and compute. The challenge they face is delivering the right data to the right users in real time.