AI Agent for Snowflake Cost Optimization

Auto warehouse management reduced spend by 60% when usage increases by 44%
665K+ monitors automatically created in minutes for alerting
5 minutes to deploy, millions saved in renewal
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Case Study

Healthcare leader's Snowflake savings.

The challenge
Leading healthcare enterprise

Goal: Squeeze out further Snowflake spend.

Status: Already tuned by experts for two years, considered “very lean.”

The expectation

“If Revefi can get us a 5-6% reduction, that would be very good.”

The result
27%
less Snowflake spend, delivered in three weeks, with zero human intervention.
Expected vs. Delivered
5-6%
Customer
Expectation
27%
Revefi
Results

F500 Enterprise: Warehouse Auto-management, Zero Human Intervention

711
Snowflake Warehouses
50%
Spend Reduction
< 2 Days
of connecting to Revefi

Automated Cost
Optimization

Performance and
Optimization Insights

Automatic Data
Observability and Quality

Automated Spend Optimization

Observability
  • Automated Warehouse Optimization continuously optimizes warehouses for optimal efficiency.
  • By analyzing historical and real-time data, it right-sizes resources and improves query execution.
  • Proactively adjusts warehouse and cluster sizes based on workload demands.

Performance and Optimization Insights

Observability
  • Warehouse Performance Report: Automatically know annualized cost savings achieved through dynamic warehouse optimization strategies with query performance and detailed performance metrics
  • Usage and Efficiency Metrics: Use detailed insights into Snowflake resource usage, query distribution, and user-level credit consumption with warehouse efficiency, credit trends, and idle resources, enabling precise cost optimization and planning.
  • Automated  Warehouse Management: Automatically optimizes your warehouse maximizing annual savings, and policies, helping with strategic resource allocation.

Automatic Data Observability and Quality

Observability
  • Reduced Downtime: Quick identification and remediation of anomalies mitigate potential disruptions in analytics or operations and  preserves the accuracy and trustworthiness of data assets.
  • Enhanced Operational Productivity: Automating monitoring frees data teams to focus on strategic projects rather than manual quality checks.
  • End-to-End Visibility: Insight into both upstream causes and downstream impacts provides holistic data quality management.
Related Videos
Snowflake Bad Joins
Take control of your Snowflake performance with Revefi’s AI Agent. Watch this short video to see how Revefi’s AI Agent, RADEN, identifies bad joins that silently inflate costs, slow queries, and even produce incorrect or duplicate results across your Snowflake environment.
Raden
Snowflake
Snowflake Breaking Schema Changes
Take control of your Snowflake reliability today with Revefi’s AI Agent. Watch this short video to see how Revefi’s AI Agent, RADEN, identifies schema changes that break downstream models causing failed queries, broken dashboards, and unreliable analytics across your Snowflake environment.
Raden
Snowflake
Right-Size Warehouses in ‪Snowflake‬ with Revefi’s AI Agent
Watch this short video to see how Revefi’s AI Agent, RADEN, evaluates whether your Snowflake warehouses are properly sized to balance performance, cost, and user experience across your environment.
Raden
Snowflake
Analyze Failed Queries in Snowflake with Revefi’s AI Agent
Watch this short video to see how Revefi’s AI Agent, RADEN, identifies and analyzes failed queries that waste compute resources, disrupt data pipelines, and signal deeper issues in data quality or query design across your Snowflake environment.
Raden
Snowflake
Snowflake SELECT* Queries
Watch this short video to see how Revefi’s AI Agent, RADEN, identifies and analyzes excessive SELECT * queries that increase scan costs, slow down performance, and create unmanageable results across your Snowflake environment.
Raden
Snowflake
‪Snowflake Queries On Oversized Warehouses
Watch this short video to see how Revefi’s AI Agent, RADEN, identifies small, frequent queries running on oversized warehouses, wasting compute credits without delivering any performance benefit across your Snowflake environment.
Raden
Snowflake
Snowflake Query History Retention
Watch this short video to see how Revefi’s AI Agent, RADEN, evaluates query history retention to ensure you have the historical data needed for performance analysis, auditing, and compliance across your Snowflake environment.
Raden
Snowflake
Snowflake Skewed Queries
Analyze Skewed Queries in ‪Snowflake‬ with ‪Revefi‬ AI AgentTake control of your Snowflake performance today with Revefi’s AI Agent
Raden
Snowflake
Snowflake Optimize Long Running Query
Optimize Long-Running Queries in ‪Snowflake with ‪Revefi‬ AI Agent
Raden
Snowflake
Snowflake Slow Queries
Analyze Slow Queries in ‪Snowflake with Revefi’s AI Agent
Raden
Snowflake
Snowflake ETL Repeated Full Table Scans
Analyze Repeated ETL Full Table Scans in ‪Snowflake‬ with ‪Revefi‬ AI Agent
Raden
Snowflake
Snowflake Exploding Joins
Analyze Exploding Joins in ‪Snowflake‬ with Revefi’s AI Agent
Raden
Snowflake
Snowflake Spilling Queries
Analyze Spilling Queries in ‪Snowflake with Revefi’s AI Agent
Raden
Snowflake
Snowflake Workload Spikes
This ‪‪RADEN video shows how to analyze workload spikes in a ‪Snowflake environment.
Raden
Snowflake
Snowflake Retried Queries
This RADEN video shows how to investigate retry queries in ‪Snowflake‬ which can impact costs and performance.
Raden
Snowflake
Snowflake Cost Per Query
This RADEN video shows you how to get your Snowflake cost per query which helps identify and optimize expensive queries to manage overall costs.
Raden
Snowflake
Testing Warehouse Query Performance
This ‪RADEN video shows how to evaluate your queries before execution to avoid costly inefficiencies and wasted warehouse credits.
Raden
Snowflake
Merging Warehouses
This RADEN video shows how to identify warehouses in Snowflake that could benefit from merging to optimize management and reduce compute costs.
Raden
Snowflake
Stale and Unused Tables
This RADEN video explains how to identify and manage unused or stale data in Snowflake.
Raden
Snowflake
Most Expensive Queries
This RADEN video explains how to identify the most expensive queries in Snowflake to manage compute costs and optimize workloads.
Raden
Snowflake
Splitting Warehouse Loads
Overloaded Snowflake warehouses drive up costs and slow queries. See how Revefi splits warehouse loads for better workload isolation and cost efficiency
Raden
Snowflake
Warehouse Auto Suspend
Misconfigured auto suspend wastes Snowflake credits. See how RADEN identifies bad settings and recommends the right balance between cost savings and performance.
Raden
Snowflake
Users with failed queries
In this video Revefi quickly identifies users with failed queries.
Raden
Snowflake
Identify Long Running and Blocked Queries
In this video, we’ll show you how Raden helps you quickly identify long-running and blocked queries in Snowflake.
Raden
Snowflake
Find Dormant or Inactive Accounts in Snowflake
In this video, we’ll show you how Raden can help you identify dormant or inactive accounts in Snowflake—accounts that could pose potential security risks if overlooked, such as those left behind after employee separations.
Raden
Snowflake
Introducing Revefi's AI Agent for Snowflake Data Cost Optimization
Watch a short demo of Revefi’s AI Agent for Snowflake Data Spend Optimization
Raden
Snowflake

Key Benefits:

Automated Cost Optimization
Instant visibility into spend and resource utilization helps identify and quickly address spending inefficiencies automatically or assisted.
10x Operational Efficiency
Actionable insights on warehouse utilization and query activity facilitate immediate efficiency improvements.
Automated Data Observability and Quality
Automatic real-time monitoring and identification of data quality incidents strengthens overall trust in organizational data, reducing risk.

Automated Spend Optimization

Observability
  • Automated Warehouse Optimization continuously optimizes warehouses for optimal efficiency.
  • By analyzing historical and real-time data, it right-sizes resources and improves query execution.
  • Proactively adjusts warehouse and cluster sizes based on workload demands.

Performance and Optimization Insights

Observability
  • Warehouse Performance Report: Automatically know annualized cost savings achieved through dynamic warehouse optimization strategies with query performance and detailed performance metrics
  • Usage and Efficiency Metrics: Use detailed insights into Snowflake resource usage, query distribution, and user-level credit consumption with warehouse efficiency, credit trends, and idle resources, enabling precise cost optimization and planning.
  • Automated  Warehouse Management: Automatically optimizes your warehouse maximizing annual savings, and policies, helping with strategic resource allocation.

Automatic Data Observability and Quality

Observability
  • Reduced Downtime: Quick identification and remediation of anomalies mitigate potential disruptions in analytics or operations and  preserves the accuracy and trustworthiness of data assets.
  • Enhanced Operational Productivity: Automating monitoring frees data teams to focus on strategic projects rather than manual quality checks.
  • End-to-End Visibility: Insight into both upstream causes and downstream impacts provides holistic data quality management.
Related Videos
Snowflake Bad Joins
Take control of your Snowflake performance with Revefi’s AI Agent. Watch this short video to see how Revefi’s AI Agent, RADEN, identifies bad joins that silently inflate costs, slow queries, and even produce incorrect or duplicate results across your Snowflake environment.
Raden
Snowflake
Snowflake Breaking Schema Changes
Take control of your Snowflake reliability today with Revefi’s AI Agent. Watch this short video to see how Revefi’s AI Agent, RADEN, identifies schema changes that break downstream models causing failed queries, broken dashboards, and unreliable analytics across your Snowflake environment.
Raden
Snowflake
Right-Size Warehouses in ‪Snowflake‬ with Revefi’s AI Agent
Watch this short video to see how Revefi’s AI Agent, RADEN, evaluates whether your Snowflake warehouses are properly sized to balance performance, cost, and user experience across your environment.
Raden
Snowflake
Analyze Failed Queries in Snowflake with Revefi’s AI Agent
Watch this short video to see how Revefi’s AI Agent, RADEN, identifies and analyzes failed queries that waste compute resources, disrupt data pipelines, and signal deeper issues in data quality or query design across your Snowflake environment.
Raden
Snowflake
Snowflake SELECT* Queries
Watch this short video to see how Revefi’s AI Agent, RADEN, identifies and analyzes excessive SELECT * queries that increase scan costs, slow down performance, and create unmanageable results across your Snowflake environment.
Raden
Snowflake
‪Snowflake Queries On Oversized Warehouses
Watch this short video to see how Revefi’s AI Agent, RADEN, identifies small, frequent queries running on oversized warehouses, wasting compute credits without delivering any performance benefit across your Snowflake environment.
Raden
Snowflake
Snowflake Query History Retention
Watch this short video to see how Revefi’s AI Agent, RADEN, evaluates query history retention to ensure you have the historical data needed for performance analysis, auditing, and compliance across your Snowflake environment.
Raden
Snowflake
Snowflake Skewed Queries
Analyze Skewed Queries in ‪Snowflake‬ with ‪Revefi‬ AI AgentTake control of your Snowflake performance today with Revefi’s AI Agent
Raden
Snowflake
Snowflake Optimize Long Running Query
Optimize Long-Running Queries in ‪Snowflake with ‪Revefi‬ AI Agent
Raden
Snowflake
Snowflake Slow Queries
Analyze Slow Queries in ‪Snowflake with Revefi’s AI Agent
Raden
Snowflake
Snowflake ETL Repeated Full Table Scans
Analyze Repeated ETL Full Table Scans in ‪Snowflake‬ with ‪Revefi‬ AI Agent
Raden
Snowflake
Snowflake Exploding Joins
Analyze Exploding Joins in ‪Snowflake‬ with Revefi’s AI Agent
Raden
Snowflake
Snowflake Spilling Queries
Analyze Spilling Queries in ‪Snowflake with Revefi’s AI Agent
Raden
Snowflake
Snowflake Workload Spikes
This ‪‪RADEN video shows how to analyze workload spikes in a ‪Snowflake environment.
Raden
Snowflake
Snowflake Retried Queries
This RADEN video shows how to investigate retry queries in ‪Snowflake‬ which can impact costs and performance.
Raden
Snowflake
Snowflake Cost Per Query
This RADEN video shows you how to get your Snowflake cost per query which helps identify and optimize expensive queries to manage overall costs.
Raden
Snowflake
Testing Warehouse Query Performance
This ‪RADEN video shows how to evaluate your queries before execution to avoid costly inefficiencies and wasted warehouse credits.
Raden
Snowflake
Merging Warehouses
This RADEN video shows how to identify warehouses in Snowflake that could benefit from merging to optimize management and reduce compute costs.
Raden
Snowflake
Stale and Unused Tables
This RADEN video explains how to identify and manage unused or stale data in Snowflake.
Raden
Snowflake
Most Expensive Queries
This RADEN video explains how to identify the most expensive queries in Snowflake to manage compute costs and optimize workloads.
Raden
Snowflake
Splitting Warehouse Loads
Overloaded Snowflake warehouses drive up costs and slow queries. See how Revefi splits warehouse loads for better workload isolation and cost efficiency
Raden
Snowflake
Warehouse Auto Suspend
Misconfigured auto suspend wastes Snowflake credits. See how RADEN identifies bad settings and recommends the right balance between cost savings and performance.
Raden
Snowflake
Users with failed queries
In this video Revefi quickly identifies users with failed queries.
Raden
Snowflake
Identify Long Running and Blocked Queries
In this video, we’ll show you how Raden helps you quickly identify long-running and blocked queries in Snowflake.
Raden
Snowflake
Find Dormant or Inactive Accounts in Snowflake
In this video, we’ll show you how Raden can help you identify dormant or inactive accounts in Snowflake—accounts that could pose potential security risks if overlooked, such as those left behind after employee separations.
Raden
Snowflake
Introducing Revefi's AI Agent for Snowflake Data Cost Optimization
Watch a short demo of Revefi’s AI Agent for Snowflake Data Spend Optimization
Raden
Snowflake

Automated Cost Optimization

  • Automated Warehouse Optimization continuously optimizes warehouses for optimal efficiency.
  • By analyzing historical and real-time data, it right-sizes resources and improves query execution.
  • Proactively adjusts warehouse and cluster sizes based on workload demands.
Observability
Observability

Performance and Optimization Insights

  • Warehouse Performance Report: Automatically know annualized cost savings achieved through dynamic warehouse optimization strategies with query performance and detailed performance metrics
  • Usage and Efficiency Metrics: Use detailed insights into Snowflake resource usage, query distribution, and user-level credit consumption with warehouse efficiency, credit trends, and idle resources, enabling precise cost optimization and planning.
  • Automated  Warehouse Management: Automatically optimizes your warehouse maximizing annual savings, and policies, helping with strategic resource allocation.

Automatic Data Observability and Quality

  • Reduce Downtime by automatically identification and remediation of anomalies to mitigate potential disruptions in analytics or operations and  preserves the accuracy and trustworthiness of your data assets.
  • Enhance operational productivity with automated monitoring which frees data teams to focus on strategic projects rather than manual quality checks.
  • Use dashboard, schema and lineage insights into both upstream causes and downstream impacts for complete data quality management.
Observability

Videos

Raden
Snowflake
Snowflake Bad Joins
Raden
Snowflake
Snowflake Breaking Schema Changes
Raden
Snowflake
Right-Size Warehouses in ‪Snowflake‬ with Revefi’s AI Agent
Raden
Snowflake
Analyze Failed Queries in Snowflake with Revefi’s AI Agent
Raden
Snowflake
Snowflake SELECT* Queries
Raden
Snowflake
‪Snowflake Queries On Oversized Warehouses
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cloud data costs today!
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