Snowflake

Snowflake is a cloud data platform that provides data warehousing, data sharing, and increasingly AI/ML capabilities. Snowflake's architecture separates storage and compute, allowing organizations to scale query processing independently of data storage — a design that proved transformative for enterprise analytics and is now being extended to serve as the data layer for AI agent deployments.

The Data Cloud

Snowflake's "Data Cloud" vision extends beyond traditional warehousing into a marketplace where organizations share and monetize data assets. Snowflake Marketplace allows companies to discover and integrate third-party data directly into their analytics workflows — a form of data composability that parallels the modular, interoperable ethos of the broader tech ecosystem.

Cortex AI

Snowflake Cortex provides managed AI/ML services directly within the Snowflake platform, including LLM inference, fine-tuning, and vector search. By bringing AI capabilities to the data rather than moving data to AI systems, Snowflake addresses one of the core challenges of enterprise AI: data governance. Organizations can run AI workloads on their data without it leaving the Snowflake security perimeter.

Competition with Databricks

The Snowflake-Databricks rivalry defines the enterprise data platform landscape. While Databricks approaches from the data engineering and ML training side (lakehouse), Snowflake approaches from the analytics and SQL side (data warehouse). Both are converging toward the same goal: becoming the unified data platform that enterprise AI agents operate on.