
Blogs
Introducing Anavsan: The Agentic AI Platform That Stops Snowflake Credit Loss at the Source and Guarantees 50%+ Savings
Dec 8, 2025
The Problem: The Hidden Cost of Scale in Snowflake
For Data Engineers and FinOps Executives, the power of Snowflake's elastic scale often comes with a significant, unpredictable cost: Credit Loss. As data teams scale workloads, credits leak through a maze of inefficiencies: oversized warehouses, forgotten Time Travel settings, expensive query anti-patterns, and unused tables.
Traditional Snowflake cost optimization tools offer dashboards for cost monitoring but they leave the burden of analysis, risk-assessment, and fixing entirely to the data team, slowing innovation. The source of the cost problems starts with inefficient queries and difficulty in achieving a fine balance between required performance and reducing cost.
We built Anavsan to change that.
Anavsan: Agentic AI Platform for FinOps and Collaborative Optimization of Snowflake
We are thrilled to announce the launch of Anavsan for Snowflake, the first agentic AI platform designed to tackle cost optimization in Snowflake by fixing credit loss at the source while simultaneously helping teams to achieve the best query performance. Anavsan doesn't just monitor; it analyzes, predicts, monitors, simulates, and guides your team to execute the most impactful, risk-free savings opportunities.
Anavsan reads only metadata and query information, ensuring your data remains secure within your Snowflake environment. All the data are encrypted with 256-bit encryption inflight and at rest.
Pillar 1: Fix Snowflake Credit Loss at the Source with Context
Anavsan acts as a continuous AI assistant, moving beyond generic rules. It constantly analyzes your Snowflake metadata, logs, and query history, including database usage, storage growth, and compute consumption.
The differentiator is the Company-Specific Knowledge Graph. By understanding your environment's structure, priorities, and best practices for Snowflake optimization, Anavsan's AI assistant delivers recommendations and changed queries that are not just accurate, but contextual—ensuring performance is never sacrificed for savings. This is true Snowflake data warehouse optimization.
Pillar 2: Eliminate Risk with the Simulation Engine
The biggest barrier to deep Snowflake cost optimization is risk. Will reducing the retention time on a large table break compliance? Will rightsizing a warehouse hurt performance?
Anavsan introduces the Simulation Engine, a unique feature that lets teams simulate credit savings and query performance before making any changes without ever wasting your Snowflake credits. Users can test the impact of adjustments—from right-sizing workloads and tuning queries to optimizing Snowflake storage cost optimization settings—with zero risk. This gives data leaders the confidence to validate actions and prioritize the highest value optimizations, moving straight toward Snowflake cost savings.
Pillar 3: The Collaborative FinOps and Data Teams Workspace
Cost control is a team sport. Anavsan closes the notorious gap between FinOps, Engineering, Analysis, and Architect teams with its built-in Collaborative Workspace.
For FinOps: Quickly pinpoint the exact slow, failing, or expensive query creating credit loss and securely assign it for remediation. Anavsan even identifies the user who can be assigned the resolution automatically.
For Data Engineers: Receive the assignment with full historical context, AI-driven recommendations from the Knowledge Graph, and the predicted savings impact.
This feature accelerates performance improvements across the organization and provides a clear, auditable process, fundamentally improving your Snowflake cost optimization strategy.
Why Anavsan Delivers Better Snowflake Cost Optimization
Traditional Tools | Anavsan (The AI-Driven Advantage) |
Reactive: Alerts you after credits are spent. | Proactive: Continuous analysis prevents credit loss at the source. |
Dashboard: Provides visibility; requires manual work or some automation. | AI Assistant: Provides contextual recommendations and automated action guidance. |
Risk: Optimization changes are a guess. | No Risk: Simulation Engine guarantees savings without spending credits. |
Siloed: Requires external communication between teams. | Collaborative Workspace: Unifies FinOps and data teams for faster resolution. |
Get Started Instantly
You can start your trial today directly by signing up here. Anavsan is designed to be governance-friendly: the platform reads only metadata and query information, ensuring your data remains secure within your Snowflake environment. All the data are encrypted with 256-bit encryption inflight and at rest.
Unleash the full potential of your Snowflake data warehouse without the fear of uncontrolled Snowflake credit loss.
