Snowflake Well-Architected Framework
The prescriptive architectural standard for enterprises deploying Snowflake at scale. Built around five pillars and specialized lenses, it translates proven best practices into a unified operating model grounded in built-in security and governance capabilities.
Streamline your Snowflake environment from day one
Get expert technical guidance and validated playbooks, organized and refined across thousands of Snowflake deployments.
Architect Snowflake with precision to drive success
No generic infrastructure to decode. The framework’s five pillars and lenses each map to a specific Snowflake configuration.
Let Snowflake simplify the stack so you can focus on strategic implementation
The Shared Responsibility Model provides out-of-the-box capabilities and prescriptive best practices so your teams can tailor your architecture to support any business goal.
SnowflakeWell-Architected Framework
AI and data governance lens
With built-in AI governance, lineage and security, you can scale AI confidently without added risk or tooling.
Open and interoperable lens
Run seamlessly across clouds with open, integrated architectures without sacrificing governance, performance or cost control.
Five pillars of the Snowflake Well-Architected Framework
Protect your Snowflake organizations and accounts with role-based access controls, data policies and a compliance-supporting foundation.
Manage cost, risk and service quality organization-wide with observability and automation that allow you to establish continuously improving systems.
Help ensure systems run correctly, recover from failures and adapt to change by focusing on high availability, fault tolerance and data protection.
Streamline operations, enhance user experience and improve business value by achieving highly responsive and cost-optimized data workloads.
Control Snowflake spend with resource monitors, consumption dashboards and right-sizing practices that align cost with business outcomes.
