Every new agent, app, and pipeline burns credits — and native attribution stops at the warehouse, so no one can name what caused it or own it. Anavsan traces addressable waste to a workload and owner, then enforces a decision through your review process and proves it from the data.
Multi-year commitments are depleting months ahead of schedule. Your team can already see the spikes — what's missing is attribution to the workload that caused them, and a system that drives the fix to done. Leadership asks what's driving it. No one owns the answer.
Anavsan launches APEX — an enforcement engine that closes the loop on Snowflake costs, with Cortex Code integration, Slack accountability routing, and GitHub PR documentation workflows.
From tracing waste to a named owner, a PR-gated decision, and a finding that closes from the data — a complete governance platform built natively for Snowflake.
Ingests 200+ Snowflake signals to build a private organizational knowledge graph. Detects cost anomalies, assigns them to the responsible engineer, and documents every saving with verifiable proof. The only platform that closes the full accountability loop.
Explore APEX Read the APEX launch press releaseMulti-account storage monitoring that finds unused tables, orphaned data, and unoptimized retention settings. Surfaces the biggest storage cost drivers across your entire Snowflake estate.
Learn moreTrack Snowflake Cortex and AI Services usage alongside queries and warehouses. Understand AI token consumption, model costs, and their impact on your total Snowflake spend.
Learn moreSimulate query and workload optimizations in a sandbox before deploying to production. Validate credit savings with confidence — no guesswork, no risk to live workloads.
Learn moreFour stages. One closed loop — find the waste, name an owner, drive a decision through your review process, then close it from the data. Read the loop explainer → · See the full walkthrough →
Find the waste, not the spend. Detect a recurring, fixable inefficiency and quantify the excess — the gap between what you paid and what an efficient configuration would have cost.
Name a party, never the wrong one. Resolve the accountable person or team from real ownership evidence, and say plainly when ownership isn’t knowable rather than guessing.
Drive it to a decision. Give the owner the exact change, the risk and the savings, then track it through your own review process until it is applied, deferred with a reason, or dismissed.
Close it from the data. Watch the underlying metric return to normal and resolve the finding automatically. Nobody self-reports a win.
Recurring inefficiencies with a counterfactual dollar figure — busy, efficient warehouses stay off the list.
Evidence-backed assignment — or an honest needs-owner, never a guessed personal accusation.
Exact change through your PR process — applied, deferred with a reason, or dismissed.
The finding resolves itself when the metric recovers. Nobody self-reports a win.
See which recurring inefficiencies are addressable — the gap versus an efficient config, not a warehouse leaderboard.
Cost events route from evidence. If ownership is not knowable, the Desk says so instead of guessing a person.
The exact change tracks through your PR process until it is applied, deferred with a reason, or dismissed.
The finding resolves itself when the metric recovers. Nobody self-reports a win — and a simulation is not the proof.
Here's what Snowflake engineering and FinOps leaders say after using Anavsan.
"Before Anavsan, our warehouse costs were completely unpredictable. Now we have full visibility into who owns what, and our team actually takes accountability for query performance. Night and day difference."
"We achieved a 40% reduction in Snowflake spending within the first quarter. The anomaly detection caught patterns our own monitoring missed completely. The ROI was immediate and measurable."
"As a data architect at a fintech, security and auditability are non-negotiable. Anavsan's metadata-only approach and the proof documentation trail made it an easy sell to our compliance team. 35% cost reduction in 2 months."
"The query simulation feature alone is worth it. We were deploying optimization changes blind before — now we validate credit savings in a sandbox first. Our engineers love it, and leadership loves the documented proof."
Traditional monitoring tools stop at alerting. Anavsan closes the full accountability loop — from detection to documented resolution.
| Capability | Anavsan APEX | Native Snowflake Monitoring | Other Tools |
|---|---|---|---|
| Cost anomaly detection | ✓ AI-powered, contextual | Partial Basic thresholds | ✓ |
| Accountability assignment | ✓ Auto-routed to engineer | — | — |
| Pre-production cost simulation | ✓ Sandboxed validation | — | — |
| Private Knowledge Graph | ✓ 200+ signals | — | — |
| Documented savings proof | ✓ Verified audit trail | — | — |
| Multi-account governance | ✓ Centralized | Partial | Varies |
| Zero data exfiltration | ✓ Metadata-only | ✓ | Varies |
| Available on Snowflake Marketplace | Partial Monitoring only | ✓ Built-in | — |
Start with free monitoring. Add ownership when you need accountability. Enforce when savings must stick.
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Everything you need to know before you start your trial.