Now Available: Cortex & AI Workload Visibility
Now Available: Cortex & AI Workload Visibility
Bring Visibility to Snowflake Cortex & AI Workloads
Anavsan now provides visibility into Snowflake Cortex usage and services consumption, helping teams understand how AI workloads impact cost, performance, and platform behavior.
The Problem
The Problem
AI Workloads in Snowflake Are a Black Box
AI Workloads in Snowflake Are a Black Box
As Snowflake Cortex adoption grows, AI workloads and services consumption introduce new, non-linear cost and performance patterns. Without clear visibility, teams struggle to understand what’s driving AI spend and system behavior.
This results in reactive optimization, unexpected credit spikes, and limited control over AI-driven workloads.
Which AI workloads are driving credit consumption
How Cortex usage translates to Snowflake spend
Where services usage contributes to hidden costs
When AI-driven workload spikes are happening
The Solution
Make Snowflake AI Workloads Understandable — and Actionable
Anavsan provides a unified view of Cortex usage, AI workload behavior, and Snowflake services consumption—helping teams understand what’s driving AI spend and system activity.
Go beyond visibility with actionable insights and optimization intelligence across your Snowflake environment.
Discover features designed to simplify workflows, boost productivity, and improve team collaboration seamlessly.
Cortex Usage Intelligence
Cortex Usage Intelligence
Track AI models, token consumption, and credit usage with clear attribution.
Track AI models, token consumption, and credit usage with clear attribution.
AI Workload Insights
AI Workload Insights
Understand how AI queries behave, identify high-cost workloads, and detect inefficiencies early.
Understand how AI queries behave, identify high-cost workloads, and detect inefficiencies early.
Services Consumption Monitoring
Services Consumption Monitoring
Gain visibility into Snowflake services usage and how it contributes to overall credit spend.
Gain visibility into Snowflake services usage and how it contributes to overall credit spend.
Trend & Anomaly Detection
Trend & Anomaly Detection
Analyze usage patterns over time to detect spikes, anomalies, and optimization opportunities.
Analyze usage patterns over time to detect spikes, anomalies, and optimization opportunities.
Key Capabilities
Key Capabilities
Cortex Intelligence
Cortex Intelligence
Monitor AI Models, Tokens, and Credit Usage
Monitor AI Models, Tokens, and Credit Usage
Get detailed visibility into Cortex model usage, token consumption, and credit spend across accounts.
Get detailed visibility into Cortex model usage, token consumption, and credit spend across accounts.
Model-level usage and attribution
Model-level usage and attribution
Token consumption tracking
Token consumption tracking
Credit usage by source (CORTEX, Intelligence, etc.)
Credit usage by source (CORTEX, Intelligence, etc.)
Account-level AI activity overview
Account-level AI activity overview
AI Workload Analysis
AI Workload Analysis
Understand How AI Queries Behave
Understand How AI Queries Behave
Analyze how AI-driven queries impact cost and performance, and identify high-impact workloads.
Analyze how AI-driven queries impact cost and performance, and identify high-impact workloads.
Identify high-credit AI queries
Identify high-credit AI queries
Analyze workload behavior across environments
Analyze workload behavior across environments
Detect inefficient AI query patterns
Detect inefficient AI query patterns
Correlate query activity with cost impact
Correlate query activity with cost impact
Services Visibility
Services Visibility
Uncover Snowflake Services Consumption
Uncover Snowflake Services Consumption
Gain clarity into services usage patterns and how they contribute to overall Snowflake spend.
Gain clarity into services usage patterns and how they contribute to overall Snowflake spend.
Services-level credit consumption
Services-level credit consumption
Background activity visibility
Background activity visibility
Cost attribution beyond warehouses
Cost attribution beyond warehouses
Early detection of usage spikes
Early detection of usage spikes
Usage Trends & Anomalies
Usage Trends & Anomalies
Track AI Workload Patterns Over Time
Track AI Workload Patterns Over Time
Monitor how AI workloads evolve, detect anomalies, and identify optimization opportunities early.
Monitor how AI workloads evolve, detect anomalies, and identify optimization opportunities early.
AI usage trends over time
AI usage trends over time
Spike and anomaly detection
Spike and anomaly detection
Cross-account comparison
Cross-account comparison
Emerging cost pattern insights
Emerging cost pattern insights
FAQs
Frequently Asked Questions
What is the primary function of Anavsan and its AI capability?
Does Anavsan take an organization's proprietary data?
What measurable financial impact can we expect from using Anavsan?
How does Anavsan help prevent new runaway workloads and future unnecessary costs?
How does Anavsan support workflow and collaboration between FinOps and engineers?
Can Anavsan consolidate monitoring across multiple Snowflake accounts?
How does Anavsan help monitor Snowflake Cortex and services usage?
What insights does Anavsan provide for Snowflake storage optimization?
How does Anavsan help data engineers manage and track query changes?
Does Anavsan only report on cost or does it suggest fixes for root causes?
How do we get started and connect our Snowflake account to Anavsan?
What does the Anavsan Snowflake Native App provide?
How does Anavsan support Snowflake Professional Services partners?
Does Anavsan offer OEM or white-label options for partners?
What is the primary function of Anavsan and its AI capability?
Does Anavsan take an organization's proprietary data?
What measurable financial impact can we expect from using Anavsan?
How does Anavsan help prevent new runaway workloads and future unnecessary costs?
How does Anavsan support workflow and collaboration between FinOps and engineers?
Can Anavsan consolidate monitoring across multiple Snowflake accounts?
How does Anavsan help monitor Snowflake Cortex and services usage?
What insights does Anavsan provide for Snowflake storage optimization?
How does Anavsan help data engineers manage and track query changes?
Does Anavsan only report on cost or does it suggest fixes for root causes?
How do we get started and connect our Snowflake account to Anavsan?
What does the Anavsan Snowflake Native App provide?
How does Anavsan support Snowflake Professional Services partners?
Does Anavsan offer OEM or white-label options for partners?
Have Questions? We're Here to Help!
Have Questions? We're Here to Help!
Reach out to our support team for any queries or assistance.
Reach out to our support team for any queries or assistance.
